{"id":"W2617661085","doi":"10.1016/s1526-4114(06)60151-0","title":"10.1016/s1526-4114(06)60151-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001145258,0.002442945,0.001458774,0.002660571,0.0023881,0.003806372,0.002975044,0.004979874,0.9896157],"category_scores_gemma":[0.001789209,0.0008630998,0.001482951,0.002280871,0.001698941,0.004568861,0.00320866,0.002269458,0.9924626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128327,"about_ca_system_score_gemma":0.001245036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364385,"about_ca_topic_score_gemma":0.003716517,"domain_scores_codex":[0.9993475,0.00004751739,0.00005441887,0.0002268563,0.0001912292,0.0001324884],"domain_scores_gemma":[0.9977336,0.0005084514,0.0001308103,0.0002759521,0.0005213296,0.0008298614],"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":[0.0002895134,0.0001919452,0.0007686121,0.000496686,0.00002916389,0.0001893983,0.00009906833,0.0003655776,0.001832674,0.005144653,0.3568556,0.633737],"study_design_scores_gemma":[0.00003257491,0.00008814346,0.0005748229,0.0002209453,0.000009388682,0.0002555677,0.00008741901,0.0001436293,0.0002939688,0.000435463,0.9978406,0.00001743305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003760206,0.0003066217,0.000694707,0.0003038041,0.0002794502,0.00009320449,0.0005077183,0.0008862913,0.9965522],"genre_scores_gemma":[0.0004275022,0.0001433052,0.000310467,0.0001561878,0.00005139561,0.00004235686,0.000267627,0.0001355245,0.9984655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01038432,"threshold_uncertainty_score":0.01481187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00284771771871863,"score_gpt":0.1405051085292762,"score_spread":0.1376573908105576,"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."}}