{"id":"W4253397108","doi":"10.2307/j.ctt2111gbs","title":"Montreal","year":2018,"lang":"en","type":"book","venue":"MQUP eBooks","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002389652,0.0005464673,0.0005407147,0.0002542443,0.0001115625,0.00007266475,0.0005631731,0.0006398195,0.001070018],"category_scores_gemma":[0.00002475682,0.0005373579,0.0002598306,0.00001434336,0.0002526037,0.00002452226,0.0002162736,0.0005062211,0.1323228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392712,"about_ca_system_score_gemma":0.0006335796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177428,"about_ca_topic_score_gemma":0.0009299952,"domain_scores_codex":[0.9978899,0.00005676335,0.0003455536,0.0006244733,0.0005505796,0.0005326928],"domain_scores_gemma":[0.9982027,0.00005671199,0.0002787036,0.001110035,0.0001516834,0.0002001827],"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":[0.00003872948,0.000008545154,0.000001747495,0.00003079136,0.0001163402,0.00009602095,0.0002317866,7.065302e-8,0.0001608901,0.003530353,0.9892674,0.006517298],"study_design_scores_gemma":[0.0003756967,0.00008670112,0.00003367431,0.0001540739,0.0001366584,0.0000244088,0.000002591959,0.000006488199,0.0002526384,0.02988596,0.9684976,0.0005435146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006339496,0.0001309665,0.000006331432,0.000004420571,0.0005334308,0.0004406956,0.0003346198,0.0006865194,0.9977996],"genre_scores_gemma":[0.0001991514,8.826995e-7,0.0001577171,0.0001529553,0.00265752,0.00004209143,0.0001677379,0.0005639186,0.996058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1312528,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699103836200244,"score_gpt":0.230439884281263,"score_spread":0.2134488459192605,"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."}}