{"id":"W4411617862","doi":"10.51847/zeowon1","title":"10.51847/ZEowOn1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Teaching method; Medical education; Psychology; Nursing; Chemistry; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001884343,0.00007759331,0.0001045199,0.00004811138,0.0002721375,0.000005591543,0.0001379599,0.00007557216,0.9995717],"category_scores_gemma":[0.00002315333,0.00007095241,0.00002868305,0.000161088,0.00001497122,0.00004344687,0.00001443731,0.0001751013,0.998268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004921013,"about_ca_system_score_gemma":0.00009866397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006068197,"about_ca_topic_score_gemma":4.57293e-7,"domain_scores_codex":[0.9991937,0.0001054199,0.0001859307,0.0001378515,0.0001011726,0.0002759778],"domain_scores_gemma":[0.9994249,0.00008541611,0.00002736434,0.0002657011,0.00004698555,0.0001496635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005266436,0.00004501949,0.000002813371,0.000006152964,0.000005936322,3.992625e-7,0.0005061117,0.000003240298,0.00001756155,0.00002473274,0.321222,0.6781133],"study_design_scores_gemma":[0.000244028,0.00004625195,0.0004061771,0.00002121628,0.000002998127,4.802152e-7,0.00002393947,0.00002242823,0.000002651958,0.00001310564,0.9991303,0.00008641702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002663844,0.00002791819,3.064891e-7,0.003283303,0.00002335641,0.0002970859,0.000006287512,0.0001519586,0.9935459],"genre_scores_gemma":[0.000582588,8.99677e-7,0.0001135422,0.001938552,0.0003257853,0.00007515052,0.00001419019,0.0000214017,0.9969279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6780269,"threshold_uncertainty_score":0.2893355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626347051507827,"score_gpt":0.3434167939904156,"score_spread":0.3171533234753374,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}