{"id":"W2048512037","doi":"10.1177/1527476408325360","title":"My Media Studies","year":2008,"lang":"en","type":"article","venue":"Television & New Media","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Media studies; Reality tv; Advertising; Sociology; Internet privacy; Political science; Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001933201,0.0005754031,0.0003732056,0.002840194,0.004359564,0.008807482,0.0007874412,0.002859918,0.1158298],"category_scores_gemma":[0.008314382,0.0002877075,0.0003479848,0.002493252,0.003168805,0.008446226,0.003493726,0.004807587,0.02964274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619948,"about_ca_system_score_gemma":0.001997693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829999,"about_ca_topic_score_gemma":0.003836736,"domain_scores_codex":[0.9986482,0.000509218,0.00003449363,0.000188866,0.0003851551,0.0002340405],"domain_scores_gemma":[0.9955328,0.001277266,0.0003835246,0.000433884,0.0008527931,0.001519755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002815843,0.00007675825,0.001209316,0.0001765119,0.000007305832,0.00005736966,0.004378407,0.00002075583,0.0002701166,0.1387028,0.8051258,0.04994665],"study_design_scores_gemma":[0.000004439782,0.000009985501,0.0008136695,0.0002670502,0.000002889005,0.00004366744,0.003298751,0.0000113467,0.00009435369,0.006904542,0.988546,0.000003321649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006639259,0.03364865,0.0007022734,0.3383904,0.01752883,0.00004254557,0.0006578643,0.00007837269,0.6023118],"genre_scores_gemma":[0.09131002,0.0252216,0.0004063377,0.03753721,0.02357977,0.0001614634,0.0004296806,0.0001459718,0.8212078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1158298,"threshold_uncertainty_score":0.3874891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482700886174181,"score_gpt":0.3682120827585261,"score_spread":0.219941994141108,"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."}}