{"id":"W4283641253","doi":"10.36834/cmej.75408","title":"Making connections","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004503446,0.0005575359,0.0003602489,0.001706562,0.0130835,0.01480406,0.002248215,0.003656306,0.1256468],"category_scores_gemma":[0.02360512,0.0003195288,0.0004326193,0.001566228,0.00972838,0.0152135,0.01050335,0.006412444,0.02593671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006895115,"about_ca_system_score_gemma":0.01455569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02940115,"about_ca_topic_score_gemma":0.05389526,"domain_scores_codex":[0.9941372,0.002025794,0.0001322745,0.0007514233,0.001922814,0.001030579],"domain_scores_gemma":[0.9859135,0.002713727,0.0004616031,0.001653373,0.003591212,0.005666553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002493641,0.00003663353,0.001202281,0.0000530961,0.0000103406,0.0002347693,0.01942009,0.00007751474,0.0002207843,0.6205907,0.3044709,0.05365792],"study_design_scores_gemma":[0.000006087902,0.000006658115,0.0003179635,0.00008101905,0.000006069456,0.00005698951,0.01125015,0.00004744373,0.00006186502,0.0865414,0.9016154,0.000008962866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006129528,0.0009748637,0.005834633,0.07708225,0.004522476,0.00007287691,0.0001489913,0.0002380226,0.9049963],"genre_scores_gemma":[0.3719969,0.002141627,0.006374798,0.02919918,0.001916377,0.0002206439,0.0005389105,0.0005797952,0.5870318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8743532,"threshold_uncertainty_score":0.4203305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524824255932216,"score_gpt":0.3753797141841473,"score_spread":0.3301314716248251,"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."}}