{"id":"W2993109354","doi":"","title":"Canadian Popular Culture","year":2011,"lang":"en","type":"book","venue":"Alphascript Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Popular culture; Sociology; Media studies","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009185274,0.0003186847,0.0004177888,0.001690507,0.002703402,0.009063675,0.001543684,0.001476893,0.002421705],"category_scores_gemma":[0.0004880166,0.000439858,0.0003096032,0.0001073802,0.0007144567,0.001383394,0.00007689024,0.001398292,0.0005539675],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01024236,"about_ca_system_score_gemma":0.03031672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963012,"about_ca_topic_score_gemma":0.9999121,"domain_scores_codex":[0.9971026,0.0001414457,0.0003717916,0.0005903065,0.0007884075,0.00100542],"domain_scores_gemma":[0.997209,0.00001366132,0.0002590077,0.0006071914,0.000356364,0.001554822],"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":[0.000001140236,0.000002869323,0.000002835564,0.00001483356,0.00004017688,0.0001124998,0.01692821,1.24201e-8,4.963335e-7,0.276546,0.7006252,0.005725725],"study_design_scores_gemma":[0.0001070987,0.00001374126,0.000003573566,0.00009989452,0.000083024,0.000005481184,0.0005353577,8.247633e-8,2.340708e-7,0.02722936,0.9714208,0.0005013862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003286874,0.001752845,0.000001957582,0.001008257,0.004543359,0.0003511029,0.0002575575,0.0002107816,0.9918709],"genre_scores_gemma":[0.0001263171,0.0001026497,0.00006736497,0.002934843,0.002383204,0.00002449869,0.0002691033,0.0000886424,0.9940034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2707956,"threshold_uncertainty_score":0.9998194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517909302653126,"score_gpt":0.2188409867506613,"score_spread":0.19366189372413,"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."}}