{"id":"W4396717169","doi":"10.29173/mlj988","title":"Preface","year":2017,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003676714,0.00004515159,0.00006159188,0.0000113081,0.005050357,0.0007785208,0.0005204722,0.00004222062,0.000240448],"category_scores_gemma":[0.0001881669,0.0000438744,0.00004927742,0.00001498496,0.0003054622,0.0004174411,0.0000286447,0.0001711726,0.0001434471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121471,"about_ca_system_score_gemma":0.0001092324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6778608,"about_ca_topic_score_gemma":0.9760422,"domain_scores_codex":[0.9993177,0.00004364479,0.00008147926,0.00006520083,0.0002321042,0.0002598594],"domain_scores_gemma":[0.9993892,0.00001792099,0.0001542346,0.0001857486,0.00004199795,0.0002108546],"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":[0.000008649164,0.00001607963,0.003225166,0.000002452006,0.00001611439,0.0001195302,0.002257439,0.000001936405,0.00001878354,0.8058193,0.1418691,0.0466455],"study_design_scores_gemma":[0.0001197294,0.000008136215,0.01868033,0.00001239256,0.000003834072,0.00002053258,0.001261632,0.000001000887,0.00003014731,0.01460188,0.9651961,0.00006428902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1951578,0.0001296856,0.00003030628,0.0355069,0.001281811,0.00007502573,0.00001884275,0.00001891703,0.7677807],"genre_scores_gemma":[0.9927967,0.00008557829,0.00007157165,0.001593084,0.0021395,8.036168e-7,6.858054e-8,0.00000499232,0.0033077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.823327,"threshold_uncertainty_score":0.9962449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392295829735127,"score_gpt":0.3154619187824196,"score_spread":0.2762323358089069,"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."}}