{"id":"W4226136670","doi":"10.2307/j.ctv2cw0tvc.10","title":"Early Ottawa","year":2021,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"","field":"","cited_by":0,"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":[0.0002176227,0.0006556182,0.0009997193,0.0004046955,0.0002128918,0.00004500889,0.001166458,0.0008340038,0.001527404],"category_scores_gemma":[0.00003309271,0.0009098471,0.000563895,0.00001842005,0.0007493522,0.0001368981,0.0007131995,0.0008050277,0.0009009586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422429,"about_ca_system_score_gemma":0.0004204671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333008,"about_ca_topic_score_gemma":0.001783876,"domain_scores_codex":[0.9972689,0.00008599851,0.000411,0.0009020084,0.0008546516,0.0004774652],"domain_scores_gemma":[0.9966161,0.0001426293,0.0008343673,0.001353296,0.0007544276,0.0002992204],"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":[0.00009626353,0.00005085112,0.00004286534,0.0004075484,0.001060856,0.001497256,0.001298506,0.00001244698,0.0004376755,0.9211306,0.07226297,0.001702148],"study_design_scores_gemma":[0.001054711,0.00009264434,0.00009381642,0.0005498363,0.0005822033,0.00002047194,0.00004479243,0.000005100473,0.000697044,0.0007178556,0.9953402,0.0008013099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002161803,0.0005971991,0.00008163804,0.00001089036,0.0002129662,0.000450256,0.001301092,0.0002979051,0.9968319],"genre_scores_gemma":[0.004232853,0.00004175137,0.0009724665,0.00002196681,0.0001142308,2.211625e-7,0.0001424029,0.0002367054,0.9942374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9230772,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543108549038488,"score_gpt":0.2029882762530336,"score_spread":0.1775571907626487,"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."}}