{"id":"W2065933926","doi":"","title":"Putting theory to practice A critical approach to journalism studies","year":2001,"lang":"en","type":"article","venue":"","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Simon Fraser University","funders":"","keywords":"Journalism; Compromise; Curriculum; Sociology; Politics; Object (grammar); Meaning (existential); Liberal arts education; Bridge (graph theory); Technical Journalism; The arts; Vocational education; Representation (politics); Epistemology; Public relations; Political science; Pedagogy; Higher education; Social science; Media studies; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007724291,0.0001088565,0.0001785753,0.00006953553,0.0008086623,0.0002015668,0.0002211797,0.00001466303,0.0003024821],"category_scores_gemma":[0.001921027,0.00007751634,0.00004519138,0.00006857538,0.0001197626,0.0002633745,0.0002421916,0.0001208233,0.0003396858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003475717,"about_ca_system_score_gemma":0.00001123576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000396311,"about_ca_topic_score_gemma":0.0000237305,"domain_scores_codex":[0.9990416,0.0001583167,0.0002284655,0.0001566736,0.0001983584,0.0002165398],"domain_scores_gemma":[0.9980413,0.001037134,0.00003460032,0.0002686072,0.000519792,0.00009861462],"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":[0.00001960873,0.00009231488,0.000007261245,0.000005102805,0.00007822461,0.00000193771,0.1010104,0.000003497115,0.00000157632,0.8382797,0.05278207,0.007718351],"study_design_scores_gemma":[0.00005420946,0.00004002336,0.00001109254,0.00001411466,0.00002636642,0.00001594298,0.1961066,0.000006987037,0.000001887955,0.01420804,0.7894256,0.00008923853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005304362,0.00233689,0.01799664,0.04771316,0.000436235,0.0001477531,0.000001207835,0.000108024,0.9307296],"genre_scores_gemma":[0.7267781,0.0009118069,0.06638861,0.03535571,0.001854108,0.0002021947,0.000001148905,0.00003417225,0.1684742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8240716,"threshold_uncertainty_score":0.6219658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766379127582961,"score_gpt":0.3889251032915336,"score_spread":0.2122871905332375,"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."}}