{"id":"W4406564151","doi":"10.1016/j.abdp.2024.11.014","title":"10.1016/j.abdp.2024.11.014","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001163404,0.0009384602,0.0004142972,0.002101094,0.0009286808,0.001859736,0.001088561,0.003729774,0.9356524],"category_scores_gemma":[0.002985886,0.0004297692,0.0005234992,0.001121949,0.000889331,0.002231232,0.001306788,0.001079287,0.9346556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007230176,"about_ca_system_score_gemma":0.001128877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677982,"about_ca_topic_score_gemma":0.003772443,"domain_scores_codex":[0.9995909,0.00005521865,0.00004555767,0.0000835696,0.0001257621,0.00009907464],"domain_scores_gemma":[0.998212,0.0004930365,0.0001588225,0.0001644838,0.0004089652,0.0005627011],"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":[0.0001486715,0.0001793451,0.004256965,0.0002600153,0.0000199394,0.0002071934,0.00006741747,0.0002564897,0.0002876713,0.004265574,0.3517828,0.6382679],"study_design_scores_gemma":[0.00006805319,0.00008528069,0.00590304,0.000795115,0.00003606256,0.001801853,0.000246534,0.0005443702,0.000387665,0.005321417,0.9847816,0.00002899775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00193523,0.001569185,0.0018839,0.003911263,0.0008602584,0.00007023336,0.002471521,0.001134432,0.9861638],"genre_scores_gemma":[0.007077232,0.0008992256,0.002310895,0.001225027,0.0002927312,0.00006689985,0.0019287,0.0002037211,0.9859957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06434762,"threshold_uncertainty_score":0.091784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197495144029555,"score_gpt":0.3141750176150973,"score_spread":0.2822000661748018,"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."}}