{"id":"W2337249246","doi":"","title":"Preface - Canada (TDM CETA Special)","year":2016,"lang":"en","type":"article","venue":"TDM","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001038943,0.00004678241,0.00006348464,0.00001004086,0.0001811433,0.00001779022,0.0001870414,0.0000326084,0.002032312],"category_scores_gemma":[0.0001898393,0.00003660665,0.00002003228,0.00009046028,0.0001006824,0.00008623371,0.00001375869,0.00003182975,0.0001577723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777181,"about_ca_system_score_gemma":0.001413158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921793,"about_ca_topic_score_gemma":0.9995416,"domain_scores_codex":[0.999284,0.00003322765,0.00006741501,0.0001081428,0.0002266689,0.0002806059],"domain_scores_gemma":[0.9995788,0.00006763106,0.00003648119,0.000128696,0.00001884537,0.0001695269],"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":[0.000002215963,0.000002557947,0.0005928612,0.000001049232,0.000003094062,0.000008198417,0.0008934783,1.655518e-7,0.00003790676,0.0665449,0.9206961,0.01121748],"study_design_scores_gemma":[0.00008390812,0.000003281375,0.009558772,0.00000901006,0.000001688691,3.137832e-7,0.00007086731,1.280311e-7,0.0001322808,0.001318378,0.9887503,0.00007108282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1306971,0.0001326423,0.00001289706,0.1079121,0.001239776,0.0001564728,0.0003393832,0.00003508624,0.7594745],"genre_scores_gemma":[0.7525594,0.00005794956,0.00001212495,0.002748874,0.002588665,0.000002790038,3.093116e-7,0.000005317063,0.2420246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6218623,"threshold_uncertainty_score":0.99888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241127115195969,"score_gpt":0.2429727159829822,"score_spread":0.2305614448310225,"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."}}