{"id":"W6923719342","doi":"10.14288/1.0136943","title":"Bank of Montreal Scholarship winner, Pat Mary Ellis","year":2003,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Subject (documents); Exposition (narrative)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006357303,0.001018052,0.0007035288,0.001954879,0.00834931,0.006365736,0.001870083,0.003810497,0.5610331],"category_scores_gemma":[0.002528628,0.0008143907,0.0004593009,0.001791425,0.0008311222,0.001258163,0.001601597,0.00261225,0.3102923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141825,"about_ca_system_score_gemma":0.02288982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7778629,"about_ca_topic_score_gemma":0.9458765,"domain_scores_codex":[0.999324,0.00002424742,0.00001271256,0.00007031953,0.000277546,0.0002911291],"domain_scores_gemma":[0.9979783,0.00008159028,0.00003742096,0.0000916948,0.001143284,0.0006676479],"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":[0.00001625472,0.00001654428,0.0001992986,0.00001271493,0.000001205274,0.00002899773,0.00002690169,0.00002551192,0.00003059049,0.00211188,0.9913269,0.006203183],"study_design_scores_gemma":[0.00001963203,0.000008715178,0.002095175,0.00003352193,0.000004906216,0.00001760921,0.0001394451,0.00007879265,0.0001161812,0.0003872354,0.9970875,0.00001124235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001256082,0.0003953578,0.0001248322,0.003447406,0.0005249301,0.0001222556,0.005744454,0.0005694499,0.9878153],"genre_scores_gemma":[0.0006918061,0.00005105955,0.00002127326,0.0002050515,0.00001234951,0.000009748251,0.0002135934,0.00005408203,0.998741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7778629,"threshold_uncertainty_score":0.626133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008917350220479544,"score_gpt":0.1743125476206395,"score_spread":0.16539519740016,"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."}}