{"id":"W2154325331","doi":"10.1177/1527476414543527","title":"Anatomy of a Format","year":2014,"lang":"en","type":"article","venue":"Television & New Media","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Reality television; Politics; Globe; Nationalism; Media studies; Dance; Disk formatting; Sociology; Cultural studies; Public relations; Advertising; Multimedia; Political science; Computer science; Visual arts; History; Law; Business; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004131208,0.00006843296,0.0001781712,0.00004420461,0.0001347448,0.00001009666,0.0001707623,0.00006452359,0.0002665329],"category_scores_gemma":[0.001043241,0.00005091987,0.00005819936,0.0002041029,0.0001567573,0.0001162321,0.00003601241,0.0000690567,0.0001142272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578866,"about_ca_system_score_gemma":0.00009691585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475817,"about_ca_topic_score_gemma":0.0006163625,"domain_scores_codex":[0.9990844,0.00006176673,0.000159771,0.0001015042,0.0003880722,0.0002044982],"domain_scores_gemma":[0.9993309,0.0002253755,0.0000767547,0.0001191502,0.00006814118,0.0001796507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001064852,0.00002335777,0.001515929,0.00001583764,0.00001260621,0.000001278525,0.1034884,1.967711e-7,0.0001135507,0.03585364,0.2394612,0.6195033],"study_design_scores_gemma":[0.0002550806,0.00002673004,0.002093363,0.00003310945,0.00001179434,2.746779e-7,0.008376746,0.000004258776,0.0002848674,0.002597415,0.9862453,0.00007102628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.143028,0.002925551,0.002750729,0.01777836,0.002439448,0.0005727054,0.000006050496,0.0003098633,0.8301893],"genre_scores_gemma":[0.9953999,0.0005358842,0.001224913,0.00029256,0.0008412656,0.000002737672,0.000002589336,0.000005858146,0.001694327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8523719,"threshold_uncertainty_score":0.2918348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225559918474804,"score_gpt":0.3208560221720977,"score_spread":0.2986004229873497,"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."}}