{"id":"W4243122091","doi":"10.32920/ryerson.14652630.v1","title":"The success prospect of a Canadian foreign language international radio service","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); Political science; Service (business); Politics; International relations; State (computer science); Public relations; International trade; Business; Marketing; Computer science; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487338,0.0001732,0.0001471443,0.0008021742,0.01267119,0.008789884,0.0007668425,0.001421482,0.01386125],"category_scores_gemma":[0.003950607,0.0001264564,0.0001653345,0.00154099,0.00226974,0.001446792,0.00135946,0.001802705,0.0009797245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0451799,"about_ca_system_score_gemma":0.09570581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719287,"about_ca_topic_score_gemma":0.9857781,"domain_scores_codex":[0.9981003,0.0001936703,0.00001556227,0.0001003435,0.0005944134,0.0009956426],"domain_scores_gemma":[0.9970535,0.0003846726,0.0001064675,0.00004544415,0.001175742,0.001234121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001496086,0.000126031,0.05237151,0.0002939915,0.00003379189,0.001328951,0.04066844,0.001033004,0.002414472,0.4220254,0.3201676,0.1593871],"study_design_scores_gemma":[0.00001631113,0.0001057789,0.06040312,0.0003094146,0.0000466483,0.0003120899,0.1515972,0.001399683,0.001110374,0.006525298,0.7780819,0.00009223547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2332205,0.00251172,0.001004669,0.1041999,0.0005588696,0.00007984232,0.00052597,0.00008647589,0.657812],"genre_scores_gemma":[0.9015545,0.00253433,0.0007642477,0.004136312,0.00006842005,0.00001934837,0.0001733818,0.00002975734,0.09071963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0451799,"threshold_uncertainty_score":0.3278047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775151882395135,"score_gpt":0.2910574649893002,"score_spread":0.2733059461653489,"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."}}