{"id":"W2054502588","doi":"10.12735/ier.v2i3p53","title":"Impact of Journalism Educators on Media Performance and Journalism Practice in Taiwan","year":2014,"lang":"en","type":"article","venue":"International Education Research","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journalism; Media studies; Political science; Technical Journalism; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003319043,0.000136009,0.0001564939,0.0008498504,0.00190225,0.003130721,0.0002815883,0.0004987443,0.002406849],"category_scores_gemma":[0.01642329,0.000144393,0.0001185071,0.0005331953,0.001512805,0.001091741,0.001907399,0.00104459,0.0002397637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156809,"about_ca_system_score_gemma":0.003677707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004204505,"about_ca_topic_score_gemma":0.008138827,"domain_scores_codex":[0.9976153,0.001291326,0.0001273647,0.000140946,0.0004081221,0.0004169216],"domain_scores_gemma":[0.9797076,0.007373284,0.004620115,0.0004520549,0.001884403,0.005962571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106828,0.00107926,0.7315716,0.0001893042,0.00002682131,0.001494851,0.1939575,0.0001082945,0.002866725,0.001597146,0.001904837,0.06499292],"study_design_scores_gemma":[0.00003786943,0.0006005528,0.6622365,0.0002280656,0.00002999773,0.0004393838,0.3197939,0.0003637985,0.00133617,0.0005181385,0.01437756,0.00003799199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959463,0.0001343636,0.00003078669,0.0006473972,0.00001382128,0.000004758326,0.000004335597,0.000002686276,0.003215519],"genre_scores_gemma":[0.9990911,0.00009604252,0.00002814874,0.0001011815,0.00001168986,0.000004105604,0.000005562696,0.000001335831,0.0006608278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004204505,"threshold_uncertainty_score":0.01755297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08650997475805482,"score_gpt":0.5255560500449289,"score_spread":0.4390460752868741,"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."}}