{"id":"W6989813189","doi":"","title":"The Changing Conditions of Faculty Associations in Canada <Note>","year":2015,"lang":"ja","type":"other","venue":"Hiroshima University Acedemic Information Repository (Hiroshima University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Context (archaeology)","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","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001225264,0.001287539,0.001565214,0.004466247,0.003093889,0.0002496808,0.002957236,0.001406038,0.0003008732],"category_scores_gemma":[0.0004209019,0.001549405,0.0005512442,0.006335928,0.001011864,0.003972856,0.001238817,0.00175919,0.0006070884],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03363403,"about_ca_system_score_gemma":0.02125002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3665152,"about_ca_topic_score_gemma":0.7626008,"domain_scores_codex":[0.9920583,0.001101049,0.00166633,0.000891016,0.002391536,0.001891731],"domain_scores_gemma":[0.9896275,0.0007229356,0.005080932,0.001575842,0.002206292,0.000786447],"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":[0.002133037,0.0006736436,0.02799737,0.0009459339,0.002703687,0.00139136,0.03032911,0.02828895,0.00478425,0.03413876,0.8660513,0.0005626145],"study_design_scores_gemma":[0.004737095,0.0000935477,0.009196755,0.0006694975,0.0007653336,0.00005480523,0.05737778,0.002736342,0.00058831,0.00002489637,0.9221013,0.001654389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1345145,0.0002564807,0.0002840814,0.0005472566,0.003113322,0.003285676,0.03075386,0.0004895755,0.8267553],"genre_scores_gemma":[0.4520099,0.0007963349,0.0005390386,0.0001881708,0.0003532969,0.000004450932,0.0117031,0.0004496106,0.5339561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3960855,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009181968624335641,"score_gpt":0.1924239837301697,"score_spread":0.183242015105834,"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."}}