{"id":"W2994697428","doi":"10.15273/dmj.vol46no1.9826","title":"The Dalhousie Medical Students’ Society","year":2019,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01463422,0.0003806408,0.0006851963,0.00005898293,0.003582882,0.0001320442,0.003531066,0.001112362,0.03049244],"category_scores_gemma":[0.003176475,0.0002237796,0.0003861156,0.0004586753,0.0004785201,0.0001853934,0.001302458,0.006949354,0.006142991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873925,"about_ca_system_score_gemma":0.00369527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443911,"about_ca_topic_score_gemma":0.0003574595,"domain_scores_codex":[0.9844199,0.001610546,0.001910338,0.0004706243,0.009345006,0.002243528],"domain_scores_gemma":[0.9919455,0.003369966,0.0006455948,0.0007562572,0.0004323013,0.002850371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821377,0.0002658838,0.3166711,0.0001900979,0.0002171814,0.0003698793,0.005487609,0.00000331088,0.000006514183,0.002055704,0.6264676,0.04808296],"study_design_scores_gemma":[0.003106875,0.0001891806,0.029189,0.001440558,0.00003591924,0.0003469476,0.006210163,0.0006463043,0.000001628697,0.0007472467,0.9578052,0.0002809348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8571801,0.002988517,0.0005689861,0.08418734,0.01532107,0.001436862,0.00001284243,0.0003608178,0.03794347],"genre_scores_gemma":[0.7493579,0.02487895,0.0008763355,0.1380109,0.01860116,0.0001887185,0.00004436812,0.0003175685,0.06772415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313376,"threshold_uncertainty_score":0.9977143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023682916232589,"score_gpt":0.4191657736569663,"score_spread":0.3954828574243773,"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."}}