{"id":"W4406644084","doi":"10.1016/b978-84-9113-516-6.00032-0","title":"10.1016/b978-84-9113-516-6.00032-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Health and Medical Education","field":"Health Professions","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":[0.0009094346,0.00225255,0.0014452,0.001989506,0.00167866,0.004684058,0.002881571,0.004513183,0.9841418],"category_scores_gemma":[0.001719563,0.0009602522,0.0009676684,0.002095159,0.001376346,0.004780208,0.003594475,0.002277731,0.9914111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009993545,"about_ca_system_score_gemma":0.0008938961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902046,"about_ca_topic_score_gemma":0.004719057,"domain_scores_codex":[0.9995539,0.00002511956,0.000026267,0.0001602763,0.0001534694,0.00008106916],"domain_scores_gemma":[0.9983236,0.0005185414,0.00009322177,0.0002238997,0.0003200081,0.0005206722],"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":[0.0001128711,0.0001289692,0.0003101635,0.0004293451,0.00001452514,0.0001042263,0.0000897636,0.0002730247,0.001780109,0.00604088,0.4533548,0.5373614],"study_design_scores_gemma":[0.0000150347,0.00003692632,0.000436708,0.0002788489,0.000006111864,0.0001447684,0.00007779313,0.00009577163,0.0002023167,0.0008722107,0.9978212,0.00001236756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001231104,0.0003149061,0.0006101201,0.0002085658,0.0001270814,0.00004510854,0.0004195976,0.0007151714,0.9974363],"genre_scores_gemma":[0.0003087228,0.0002129593,0.0002756553,0.0001051056,0.00002813779,0.00003154295,0.0002690908,0.0001772026,0.9985917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01585823,"threshold_uncertainty_score":0.02261984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378009154336956,"score_gpt":0.3384392710262288,"score_spread":0.3006383555925332,"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."}}