{"id":"W2745273758","doi":"10.1177/1464884917722453","title":"Valuing subjectivity in journalism: Bias, emotions, and self-interest as tools in arts reporting","year":2017,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Subjectivity; Objectivity (philosophy); Journalism; Scholarship; Sociology; Newspaper; Aesthetics; The arts; Media studies; Epistemology; Political science; Art; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006658209,0.00008794927,0.0002395387,0.0001250137,0.001528844,0.0006720306,0.0003361536,0.00008259243,0.00003337375],"category_scores_gemma":[0.008285215,0.00008241589,0.00005525852,0.0001083583,0.0001033606,0.0007492703,0.0001681503,0.0004848468,0.000004168835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912314,"about_ca_system_score_gemma":0.0001258752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009247967,"about_ca_topic_score_gemma":0.04561642,"domain_scores_codex":[0.9982125,0.0004017527,0.0006738191,0.0001511056,0.0002783991,0.0002824523],"domain_scores_gemma":[0.997795,0.0002647543,0.001401127,0.0003376947,0.00008902063,0.0001124423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001512745,0.0002205882,0.8659455,0.00001789067,0.00003771026,0.0002872471,0.05849329,0.00000745348,0.0002922095,0.02271221,0.0008141422,0.05115665],"study_design_scores_gemma":[0.0004248569,0.00002051125,0.9549114,0.000361076,0.000009606403,0.00006903827,0.009484932,0.00009397863,0.00003222732,0.01238979,0.02205417,0.0001483742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595258,0.0006182999,0.00001093549,0.02270631,0.0004004018,0.0001261023,5.179767e-7,0.00001715713,0.01659451],"genre_scores_gemma":[0.9927037,0.006411778,0.0002714885,0.0001348997,0.0003127997,0.000006542263,3.939666e-7,0.000006868519,0.0001515425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08896595,"threshold_uncertainty_score":0.9997711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2370517019672648,"score_gpt":0.4138207359225256,"score_spread":0.1767690339552608,"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."}}