{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407576,0.00005516201,0.0001199266,0.00009233002,0.001104755,0.00008513594,0.0007108165,0.00007627793,0.00007574073],"category_scores_gemma":[0.00037058,0.00005159428,0.00006236507,0.000236692,0.0002112299,0.0002231065,0.00002336898,0.0002469535,0.00000657897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293689,"about_ca_system_score_gemma":0.0006358274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1209229,"about_ca_topic_score_gemma":0.5323954,"domain_scores_codex":[0.9987878,0.0004718299,0.0003199646,0.00004728363,0.0002022121,0.00017097],"domain_scores_gemma":[0.9984661,0.0001140476,0.0003559245,0.0004395874,0.000449748,0.0001745679],"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":[0.00002184252,0.00006774884,0.02909234,0.00001522572,0.00004775604,0.00001142617,0.04394183,0.0001465923,0.0002330303,0.5963684,0.2261697,0.1038842],"study_design_scores_gemma":[0.0001200049,0.00001883009,0.01800003,0.00009149275,0.00001463654,0.000004757783,0.00455142,0.00001629123,0.00001880225,0.0135939,0.9634987,0.00007120968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1266274,0.03922212,0.001048505,0.08907539,0.0007564687,0.0004288832,0.00001006249,0.0000418082,0.7427893],"genre_scores_gemma":[0.9958327,0.002157423,0.001197977,0.0001360493,0.0002085101,0.000001690047,0.000009225824,0.000004955055,0.0004514479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8692053,"threshold_uncertainty_score":0.884931,"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."}}