{"id":"W3121237157","doi":"10.4324/9780367817664-15","title":"Radio Daze: A Medium in Churning","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Churning; Economics; Labour economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001409779,0.0004068273,0.0005693552,0.0004004391,0.00007546503,0.000168748,0.0003097606,0.0001755161,0.003504354],"category_scores_gemma":[0.00005702904,0.0003875364,0.00015079,0.00009730844,0.0000714382,0.0003003125,0.0005809414,0.0005000149,0.002809449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000563596,"about_ca_system_score_gemma":0.0000298944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702125,"about_ca_topic_score_gemma":0.002251195,"domain_scores_codex":[0.9985065,0.00000192388,0.0004037305,0.0004879332,0.000342778,0.0002570648],"domain_scores_gemma":[0.9994501,0.00002896348,0.0002259586,0.0002083802,0.00007334835,0.00001319173],"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":[0.00007138275,0.00004965336,0.2061302,0.001046716,0.0003581454,0.001314994,0.0001634676,0.000001007975,0.00009244451,0.6270947,0.04516361,0.1185137],"study_design_scores_gemma":[0.0003988218,0.000003569349,0.01076946,0.0002093465,0.0002024881,0.000002070576,0.00004057718,0.00005326567,9.056347e-7,0.001283363,0.986479,0.0005571418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002691569,0.0008987804,0.00001293913,0.002784551,0.0004043282,0.0003298378,0.000002343285,0.0002645402,0.9950335],"genre_scores_gemma":[0.04840197,0.0001939999,0.0001506179,0.001803109,0.001717087,0.00005407707,0.0001009614,0.0002668444,0.9473113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9413154,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898143817989476,"score_gpt":0.2261141657109747,"score_spread":0.18713272753108,"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."}}