{"id":"W4366337507","doi":"10.46747/cfp.6904278","title":"Until","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Computer science; Wife; Realization (probability); Medicine; Computer graphics (images); Mathematics; Philosophy; Statistics; Theology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002907686,0.00005159693,0.00005416187,0.0001405137,0.000570066,0.00008447022,0.000189802,0.00004574298,0.00002648239],"category_scores_gemma":[0.0000528745,0.00006055511,0.00003271002,0.0007762819,0.0001150409,0.0002373976,0.000004307844,0.00008717844,0.004256186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382412,"about_ca_system_score_gemma":0.001520379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.170663,"about_ca_topic_score_gemma":0.301062,"domain_scores_codex":[0.9991826,0.00008128644,0.00005668944,0.0001238854,0.0001729823,0.0003825054],"domain_scores_gemma":[0.999338,0.0001392104,0.00002419517,0.0001074422,0.00004919706,0.0003419737],"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":[0.000001459972,0.00001097577,0.0006545182,0.000005679458,0.00001883503,0.00001085356,0.00996218,0.000009877745,0.0001191521,0.2763168,0.6716558,0.04123386],"study_design_scores_gemma":[0.00002256535,0.000003181223,0.008965322,0.000005073348,0.000003890897,1.047612e-8,0.03653455,0.000004163415,0.000006213365,0.004598422,0.9497767,0.00007990826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03567405,0.0001109833,5.323004e-7,0.028021,0.0007306112,0.00007291364,0.0000158961,0.00009017155,0.9352838],"genre_scores_gemma":[0.8798099,0.00004812332,0.00002163818,0.1060195,0.001207623,0.00001364724,0.00003347751,0.00001266948,0.01283342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9224504,"threshold_uncertainty_score":0.9965191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876061918324777,"score_gpt":0.3397422329592581,"score_spread":0.2521360411267804,"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."}}