{"id":"W4413634650","doi":"10.64628/aam.yachwjjse","title":"Journalism students see an industry in crisis. It’s time to talk about it","year":2024,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Journalism; Political science; Business; Public relations; Media studies; Advertising; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002843735,0.0005290834,0.0005708881,0.0009602555,0.01065681,0.01715719,0.0005965167,0.005834308,0.04693942],"category_scores_gemma":[0.008984719,0.0004437002,0.0005583463,0.001046414,0.00399537,0.007421116,0.004212831,0.01416254,0.01290744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723419,"about_ca_system_score_gemma":0.005295506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567845,"about_ca_topic_score_gemma":0.004222977,"domain_scores_codex":[0.9976618,0.0005825247,0.00007869666,0.0001824194,0.0007463142,0.0007482591],"domain_scores_gemma":[0.9772758,0.001275958,0.001477853,0.0002783006,0.002255445,0.01743665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002036148,0.001414884,0.03590227,0.0003688448,0.00006921484,0.001335176,0.04703269,0.00008646263,0.004088247,0.01278635,0.8312273,0.06548491],"study_design_scores_gemma":[0.00007220284,0.0003446057,0.02088901,0.0003441887,0.00004437386,0.001313047,0.1831129,0.0001025374,0.001141303,0.01265514,0.7799116,0.00006895861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09029075,0.004369562,0.0009196652,0.7353851,0.02538275,0.00005209187,0.0002031815,0.0003751177,0.1430218],"genre_scores_gemma":[0.4306433,0.004469977,0.001376534,0.3320281,0.01291795,0.00009532722,0.000239312,0.0003328448,0.2178967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04693942,"threshold_uncertainty_score":0.157028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875132923205618,"score_gpt":0.4061774446178764,"score_spread":0.3574261153858202,"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."}}