{"id":"W1507167242","doi":"10.22230/cjc.2006v31n1a1578","title":"Reality TV: Remaking Television Culture","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reality tv; Reality television; Sociology; Media studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003687993,0.0003394862,0.0001302192,0.001790563,0.004864582,0.01156204,0.00123637,0.001770672,0.01397592],"category_scores_gemma":[0.01194897,0.0003173257,0.0002030909,0.002007329,0.007572828,0.007781033,0.00304515,0.002552417,0.001135197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103231,"about_ca_system_score_gemma":0.004080203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.101412,"about_ca_topic_score_gemma":0.1348937,"domain_scores_codex":[0.9977267,0.001484093,0.00005008098,0.0001481452,0.0003066638,0.0002843321],"domain_scores_gemma":[0.9943113,0.003331922,0.0003696959,0.0005729827,0.000732067,0.0006820534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002745565,0.0001266119,0.01170039,0.0002609353,0.0000251524,0.0006866108,0.3876428,0.0003370034,0.003636743,0.3299462,0.04806654,0.2172965],"study_design_scores_gemma":[0.00005359049,0.0001264385,0.01793448,0.0006000826,0.00009602525,0.0004578294,0.4449808,0.001122528,0.003566415,0.04425134,0.4867118,0.00009860561],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3468447,0.004088694,0.01662282,0.04206851,0.002407827,0.00007398812,0.0003190544,0.0005578925,0.5870166],"genre_scores_gemma":[0.9536367,0.00123306,0.003944661,0.001448764,0.0002634914,0.00003161298,0.00009005733,0.0003013876,0.03905026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8985881,"threshold_uncertainty_score":0.2016433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045986808460052,"score_gpt":0.3249800147221744,"score_spread":0.2845201466375739,"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."}}