{"id":"W1921167770","doi":"10.22230/cjc.2015v40n2a2822","title":"Sabotaging Reality: Exploring Canadian Women’s Participation on Neoliberal Reality TV","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Reality tv; Neoliberalism (international relations); Agency (philosophy); Reality television; Competition (biology); Resistance (ecology); Sociology; Lament; Gender studies; Political science; Media studies; Political economy; Social science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00331651,0.0000924407,0.0001730942,0.0003073047,0.0005837976,0.0001280237,0.0005326376,0.00008697042,0.00007677297],"category_scores_gemma":[0.0008115662,0.0001017395,0.00004779543,0.0002651694,0.0001723911,0.0004731125,0.000008405846,0.0003239753,0.00001895741],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523646,"about_ca_system_score_gemma":0.006818842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7891099,"about_ca_topic_score_gemma":0.972294,"domain_scores_codex":[0.9980008,0.0006556251,0.0003780711,0.00009235609,0.0003352688,0.0005379069],"domain_scores_gemma":[0.9960727,0.0001129845,0.0002454635,0.0004285042,0.0004253409,0.002714997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003480306,0.00003344656,0.01331852,0.000007970176,0.00004705589,0.00003401481,0.8849971,0.0005944144,0.00001172637,0.02996769,0.02357,0.04738327],"study_design_scores_gemma":[0.0006691063,0.0001429798,0.04003666,0.0001382891,0.00003451997,0.000009977191,0.161721,0.00006367714,0.00006597004,0.02292436,0.7738934,0.0003000366],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259184,0.0003568511,0.000046352,0.01910649,0.0008294623,0.0001416107,0.00001139625,0.0000150018,0.05357444],"genre_scores_gemma":[0.9981061,0.0002399924,0.0001042326,0.0008749836,0.0003155457,0.00001878852,0.00001174674,0.00001158791,0.0003170674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7503234,"threshold_uncertainty_score":0.9988116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791767339241645,"score_gpt":0.3686682686261961,"score_spread":0.08949153470203158,"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."}}