{"id":"W7149978191","doi":"10.2307/jj.40831520.74","title":"CALGARY","year":2021,"lang":"","type":"book-chapter","venue":"Princeton University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005459089,0.002245792,0.002276632,0.0009045192,0.001252106,0.0003349833,0.003056615,0.002247958,0.002455727],"category_scores_gemma":[0.0000552413,0.003254576,0.001584787,0.00005101031,0.002121453,0.0004519195,0.006683579,0.003479165,0.001899599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343142,"about_ca_system_score_gemma":0.001392507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009374744,"about_ca_topic_score_gemma":0.0001153213,"domain_scores_codex":[0.9914194,0.0005334925,0.0009878583,0.003374999,0.001907133,0.001777074],"domain_scores_gemma":[0.991904,0.0002987317,0.001475252,0.003666813,0.001230796,0.001424467],"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":[0.0009224498,0.0001328468,0.0000263232,0.0005210423,0.001866437,0.009091458,0.0004790642,0.00002793544,0.0009559355,0.9750635,0.0007790165,0.01013396],"study_design_scores_gemma":[0.002810661,0.0001489622,0.00005763505,0.001469165,0.002149585,0.00015845,0.0001204289,0.0003203174,0.00344893,0.0003546725,0.9860138,0.002947401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004558502,0.0009713995,0.0004505084,0.00002383406,0.001047136,0.001761477,0.001057668,0.0007253907,0.9935067],"genre_scores_gemma":[0.003440856,0.001489894,0.001313282,0.0001008649,0.0003923595,0.000001942119,0.0002629113,0.0006418806,0.992356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9852348,"threshold_uncertainty_score":0.9990473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891125611390232,"score_gpt":0.2111651252464362,"score_spread":0.1722538691325338,"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."}}