{"id":"W4313194348","doi":"10.7202/1092546ar","title":"Sakohèn:tèse – Les leaders","year":2022,"lang":"sk","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007094005,0.0002152238,0.0003084643,0.0006655767,0.01072013,0.0004965673,0.0007922447,0.0002651432,0.02090289],"category_scores_gemma":[0.0001773723,0.000338019,0.0003212778,0.0009192858,0.004609461,0.0002503506,0.0001283501,0.00109966,0.0004754532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004795999,"about_ca_system_score_gemma":0.001062648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5023271,"about_ca_topic_score_gemma":0.5671664,"domain_scores_codex":[0.9970134,0.0005583127,0.0003181981,0.0005139851,0.0008597143,0.0007363633],"domain_scores_gemma":[0.9988655,0.0001527726,0.0001817884,0.000343714,0.00005663646,0.0003995944],"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":[0.00005649548,0.0001880915,0.001409867,0.00008903105,0.0001478021,0.0003675022,0.2515017,0.0001716638,0.0001081235,0.1394045,0.5468851,0.05967011],"study_design_scores_gemma":[0.0003009895,0.00007017366,0.0008332685,0.000010135,0.00007419863,0.000009140731,0.1255124,0.0000172748,0.000002716469,0.0007263341,0.8720806,0.0003627829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5943628,0.01896707,0.0000864976,0.03077399,0.01030095,0.0008114781,0.0007073685,0.0003530467,0.3436368],"genre_scores_gemma":[0.7471094,0.00140925,0.00005872696,0.002369384,0.001235667,0.0000569532,0.00003779274,0.00005555557,0.2476673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251954,"threshold_uncertainty_score":0.9999072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445624287073387,"score_gpt":0.2141988563727938,"score_spread":0.1997426135020599,"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."}}