{"id":"W4411618270","doi":"10.51847/b4jfhqvzlo","title":"10.51847/B4JFhqvzLo","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islam; Quality (philosophy); Educational psychology; Psychology; Sociology; Medical education; Pedagogy; Medicine; Theology; Philosophy; Epistemology","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":[0.0001613295,0.0001118112,0.0001654845,0.00005107227,0.0001192214,0.00001143516,0.0001325227,0.00006743307,0.996245],"category_scores_gemma":[0.0000236354,0.0001051791,0.00004106307,0.0001519424,0.00003025995,0.00002286522,0.00002079306,0.00009688405,0.9973878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001989562,"about_ca_system_score_gemma":0.00001698195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195446,"about_ca_topic_score_gemma":3.228131e-7,"domain_scores_codex":[0.9990217,0.00006218498,0.000172297,0.0002288157,0.00009753876,0.0004174418],"domain_scores_gemma":[0.999455,0.0000720893,0.00001855812,0.0002862905,0.0000230232,0.000144977],"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":[0.00006261022,0.00003380138,0.000002408619,0.000003572065,0.00001696132,0.000009506025,0.0001432375,0.000002414075,0.000001875194,0.000009073507,0.3443356,0.655379],"study_design_scores_gemma":[0.000250054,0.0001616972,0.0009450784,0.000007749405,0.000008815798,0.000007089378,0.000003562487,0.000003595985,0.000001934063,0.000006344044,0.9984843,0.0001197723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002894902,0.0002344841,5.233228e-7,0.001780364,0.00001570002,0.0001635733,0.000008440978,0.0001497657,0.9947522],"genre_scores_gemma":[0.00118633,8.599614e-7,0.00003381667,0.001035474,0.0002611208,0.00003810336,0.000005033524,0.00001962589,0.9974197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6552592,"threshold_uncertainty_score":0.4289079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352251305895056,"score_gpt":0.2737115279844986,"score_spread":0.260189014925548,"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."}}