{"id":"W22497146","doi":"","title":"Circumstances beyond our control : Canadian radio program schedule evolution during the 1930's","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Media, Journalism, and Communication History","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schedule; Context (archaeology); Broadcasting (networking); Sample (material); Population; Geography; Radio broadcasting; Government (linguistics); Telecommunications; Regional science; Political science; Computer science; Sociology; Demography; Computer security","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002691223,0.000268594,0.0002880816,0.0002780617,0.001763621,0.0003293415,0.0006121536,0.0001546503,0.002501945],"category_scores_gemma":[0.00003167767,0.0001998312,0.0001763852,0.0000608873,0.00008857821,0.0002260928,0.000006438122,0.0006081631,0.0001284201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688093,"about_ca_system_score_gemma":0.0006534027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05809411,"about_ca_topic_score_gemma":0.894335,"domain_scores_codex":[0.9984777,0.0001411167,0.0004079321,0.0002300601,0.000340135,0.0004030613],"domain_scores_gemma":[0.9986008,0.00003386439,0.0003019335,0.0005364167,0.0003090481,0.0002179464],"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":[0.0001957646,0.0003766845,0.0008414488,0.0004666858,0.0008062993,0.00005169375,0.1682597,0.00002997685,0.00006314203,0.606075,0.1990167,0.02381677],"study_design_scores_gemma":[0.0005780912,0.00004252861,0.001486056,0.0001049813,0.0001305127,0.00001050715,0.1086639,0.0001126053,0.000006040432,0.001762245,0.8867058,0.0003967385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01819495,0.01458441,0.000006327318,0.00147671,0.003072404,0.0009080045,0.00005306815,0.0001819271,0.9615222],"genre_scores_gemma":[0.6979638,0.0004644402,0.00001574758,0.0001622818,0.001408916,0.0002360467,0.0003027684,0.0000366784,0.2994094],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8362409,"threshold_uncertainty_score":0.9995359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435168870339253,"score_gpt":0.2349111830487705,"score_spread":0.2205594943453779,"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."}}