{"id":"W3091854338","doi":"10.12797/adamericam.21.2020.21.06","title":"Canadian Studies","year":2020,"lang":"en","type":"article","venue":"Ad Americam","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institutionalisation; Context (archaeology); Political science; Library science; Work (physics); Sociology; Media studies; Social science; History; Law; Engineering","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":[0.00004889178,0.00002826356,0.0000713582,0.00007649668,0.0006202109,0.00006617589,0.0001090543,0.00001733687,0.0007819305],"category_scores_gemma":[0.0002223771,0.00003811199,0.00002727654,0.0002765304,0.0003910121,0.00006706214,0.000008060606,0.00004935233,0.0009122553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006095259,"about_ca_system_score_gemma":0.0009989176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879807,"about_ca_topic_score_gemma":0.9991034,"domain_scores_codex":[0.9995612,0.00002968232,0.00004712194,0.00008929232,0.00009560066,0.0001771307],"domain_scores_gemma":[0.9994759,0.00001884758,0.00001694286,0.00004589008,0.00003005829,0.0004123547],"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":[0.000001454971,0.000003785241,0.0004190607,0.000005440258,0.00003022931,0.00004133318,0.08545057,0.000001936358,0.00001574047,0.006637317,0.8432629,0.06413027],"study_design_scores_gemma":[0.00001996682,0.000009713764,0.0003856053,0.000001511207,0.000004520208,8.686673e-8,0.01151891,0.000001204918,3.940094e-7,0.00008187215,0.9879253,0.00005094994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02506949,0.009238692,0.00001503877,0.3084454,0.0009696902,0.0002150476,0.00003712227,0.0001871721,0.6558223],"genre_scores_gemma":[0.960992,0.001716963,0.0001347596,0.0197554,0.0004027819,0.000007200778,0.00000168278,0.000008343809,0.01698087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9359225,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556695385264399,"score_gpt":0.2824946395029235,"score_spread":0.2469276856502795,"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."}}