{"id":"W6904834194","doi":"10.14288/1.0431533","title":"The University of British Columbia Magazine","year":2023,"lang":"en","type":"article","venue":"Open Collections","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Photography; Columbia university; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005406456,0.0007932622,0.0005147206,0.002201815,0.007108574,0.009427251,0.0006962582,0.002822535,0.2542721],"category_scores_gemma":[0.002540024,0.0004193176,0.000264582,0.003022418,0.001248651,0.001636858,0.001474585,0.002796527,0.07021561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111629,"about_ca_system_score_gemma":0.01623116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5403931,"about_ca_topic_score_gemma":0.8330466,"domain_scores_codex":[0.9991713,0.00005730178,0.0000239936,0.00006771105,0.0004802241,0.0001995873],"domain_scores_gemma":[0.9981354,0.0002141178,0.00005378679,0.00009563757,0.0009974317,0.0005034753],"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":[0.00001589932,0.00001059369,0.0001710825,0.00005439618,0.000001768735,0.00004732693,0.0001251527,0.0000172601,0.0001057027,0.00264069,0.9757813,0.02102876],"study_design_scores_gemma":[0.000001274007,0.000001539425,0.0006558445,0.00005623814,0.00000167901,0.000009011663,0.0002463877,0.00000972081,0.00002450587,0.0001476391,0.9988431,0.000002982528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001913731,0.01827601,0.00009939953,0.02472424,0.01061399,0.00003773471,0.001214585,0.0001269085,0.9429934],"genre_scores_gemma":[0.003509629,0.003191672,0.00004795273,0.001594357,0.0003867654,0.00001000845,0.0001832447,0.00003046158,0.9910459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5403931,"threshold_uncertainty_score":0.9246273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376363275418296,"score_gpt":0.2044836652285876,"score_spread":0.1907200324744046,"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."}}