{"schema_version":"papers/paper-detail-v1","title":"SCRIPT: Implementing an Intelligent Tutoring System for Programming in a German University Context","surface":"papers","opportunity_kernel":{"paper_id":"1a25e114-f301-45f7-a9e0-08b89bb626e8","title":"SCRIPT: Implementing an Intelligent Tutoring System for Programming in a German University Context","authors":["Alina Deriyeva","Jesper Dannath","Benjamin Paassen"],"arxiv_id":"2604.16117v1","doi":null,"published_at":"2026-04-17T14:53:38.000Z","score_object":{"overall":{"value":3,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:12:05.719Z","fresh_until":"2026-05-20T20:12:05.719Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":1.4,"scale":"0-10","confidence":0.55,"confidence_reason":"Backfilled from paper_extraction_scorecards.reconstruction_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:14:02.763Z","fresh_until":"2026-05-04T20:14:02.763Z","is_stale":true,"source_count":1,"missingness":["reproducibility_results.reproducibility_score","deployability_scores.score"]},"commercial":{"value":0,"scale":"0-10","confidence":0.75,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:12:05.719Z","fresh_until":"2026-05-20T20:12:05.719Z","is_stale":true,"source_count":1,"missingness":[]},"market":{"value":1,"scale":"0-10","confidence":0.45,"confidence_reason":"Heuristic market score materialized from paper metadata, repo availability, and deployability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:24:46.041Z","fresh_until":"2026-05-04T20:24:46.041Z","is_stale":true,"source_count":1,"missingness":[]},"team":{"value":4.55,"scale":"0-10","confidence":0.42,"confidence_reason":"Heuristic fallback from paper author count and extracted affiliations.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:12:05.719Z","fresh_until":"2026-05-04T20:12:05.719Z","is_stale":true,"source_count":2,"missingness":[]},"methodology":{"value":3.8,"scale":"0-10","confidence":0.82,"confidence_reason":"Backfilled from paper_extraction_scorecards.total_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-20T20:14:02.763Z","fresh_until":"2026-05-20T20:14:02.763Z","is_stale":true,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"stale","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":3,"coverage":0.5,"missingness":["repo_url","references","proof_status"],"unresolved_unknowns":["proof verification has not been recorded yet"],"last_verification_at":"2026-04-20T20:24:46.041Z"},"lineage_hash":"c7845d3f74da5b2af5bec88d50548f145e74844526273cb2763de5eabe8b2799"},"distribution":null,"replication_evidence":[],"author_dna":[]}