{"id":"W1503848290","doi":"10.3138/topia.11.11","title":"Cultural Studies and Political Economy Column: Innis, Saul, Suzuki","year":2004,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Column (typography); Politics; Political science; Engineering; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002428754,0.0001833059,0.0004754523,0.0000562247,0.001649787,0.00008622584,0.0001703841,0.00006653275,0.00003340097],"category_scores_gemma":[0.0003701241,0.0001259981,0.0001136774,0.0001358331,0.001954173,0.0004400236,0.00004815799,0.0002007749,0.00001814923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840983,"about_ca_system_score_gemma":0.000230241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03259177,"about_ca_topic_score_gemma":0.2501431,"domain_scores_codex":[0.9986255,0.0000461055,0.000369925,0.0001560448,0.0002107404,0.0005916418],"domain_scores_gemma":[0.9988065,0.00007587397,0.0001326262,0.00005271045,0.0002677935,0.0006645355],"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":[0.00004176174,0.0000645351,0.03915535,0.000146197,0.002082911,0.0005124497,0.3349594,0.00003971934,0.00006323071,0.5474774,0.07018535,0.005271725],"study_design_scores_gemma":[0.0005967403,0.000212243,0.0110893,0.0001132737,0.0001026868,0.00005473239,0.2575822,6.538487e-8,0.00003987775,0.02335798,0.7065457,0.000305278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8445241,0.07615995,0.000001163635,0.0546892,0.0009673004,0.0001666085,0.000009081351,0.00001659146,0.02346595],"genre_scores_gemma":[0.9920063,0.004383561,0.000162542,0.0009377311,0.0007195348,0.000005661746,5.537183e-7,0.000006045743,0.001778072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6363603,"threshold_uncertainty_score":0.9996499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092230524592769,"score_gpt":0.3089547299788926,"score_spread":0.2580324247329649,"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."}}