{"id":"W4406520322","doi":"10.1016/s0765-2046(97)80182-7","title":"10.1016/s0765-2046(97)80182-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Labelling; Computer science; Psychology; Criminology","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":[0.001580293,0.003484534,0.002363835,0.003564307,0.003041543,0.004786743,0.004070903,0.007961366,0.9898438],"category_scores_gemma":[0.002448238,0.001211105,0.00188308,0.003252225,0.002365092,0.006954861,0.004793661,0.003664352,0.9938232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340665,"about_ca_system_score_gemma":0.001571688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004708104,"about_ca_topic_score_gemma":0.004155137,"domain_scores_codex":[0.9990917,0.00007041269,0.00009075576,0.0002772305,0.0002548945,0.0002150106],"domain_scores_gemma":[0.9968473,0.0009012027,0.0002173236,0.0003336837,0.0006283406,0.001071977],"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":[0.0003545936,0.0002833575,0.0008870267,0.000734504,0.00003726652,0.0002541301,0.0001353514,0.000383661,0.001403114,0.005048962,0.4074389,0.5830391],"study_design_scores_gemma":[0.00007057973,0.0001471754,0.0008173974,0.000506742,0.00001471728,0.0003577735,0.0001513413,0.0001953111,0.000256969,0.0006742188,0.9967778,0.00002995148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003858057,0.0004396585,0.0003953315,0.0004132274,0.0002990363,0.0001027683,0.0004961086,0.0007300253,0.996738],"genre_scores_gemma":[0.0005124593,0.0002123666,0.0002772875,0.0003097637,0.0000801138,0.00008007783,0.0003140689,0.0001463056,0.9980677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01015615,"threshold_uncertainty_score":0.01448643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555233018577699,"score_gpt":0.3387533926041586,"score_spread":0.2832010624183816,"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."}}