{"id":"W2798558729","doi":"10.3138/topia.9.15","title":"Content Providers of the World Unite! A Critical Canadian Analysis and Agenda","year":2003,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slogan; Humanism; Transcendence (philosophy); Discipline; Capitalism; Capital (architecture); Content (measure theory); Resistance (ecology); Political science; Sociology; Media studies; Social science; Aesthetics; Political economy; Environmental ethics; Epistemology; Law; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005874842,0.00008068186,0.0002618801,0.0001835882,0.0007637371,0.00006290126,0.0001644763,0.00003444804,0.0001324409],"category_scores_gemma":[0.003072823,0.00004797363,0.0001536059,0.0006523592,0.001417412,0.0001456646,0.000006948692,0.0001489698,8.843807e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493378,"about_ca_system_score_gemma":0.001013068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5647191,"about_ca_topic_score_gemma":0.9940498,"domain_scores_codex":[0.9987779,0.000340179,0.0002461842,0.00007236761,0.0001745248,0.0003888388],"domain_scores_gemma":[0.9984851,0.000229299,0.0000777132,0.00006727428,0.0004330065,0.0007075813],"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":[0.00000368159,0.000004898125,0.04281435,0.0000113085,0.0005984629,0.00003444668,0.01849956,0.000004263967,0.000008082185,0.9357336,0.001798925,0.000488408],"study_design_scores_gemma":[0.0003988956,0.00009405777,0.1022591,0.0001448745,0.001208874,0.00002783892,0.1513513,0.000001420918,0.0002932793,0.04958621,0.694306,0.0003281232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950992,0.004866094,0.000004023916,0.04058146,0.0007047704,0.0001782332,0.00003937944,0.000003815937,0.05852299],"genre_scores_gemma":[0.9949868,0.00005458137,0.00005300246,0.0008738661,0.00006357441,0.000001024682,1.415436e-7,0.000002148164,0.003964901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8861474,"threshold_uncertainty_score":0.5874126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238881480129328,"score_gpt":0.3639800975444574,"score_spread":0.2400919495315247,"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."}}