{"id":"W2789252323","doi":"10.1177/0163443718764807","title":"Indigenous media producers’ perspectives on objectivity, balancing community responsibilities and journalistic obligations","year":2018,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Mainstream; Objectivity (philosophy); Public relations; Sociology; Media industry; Political science; Media studies; Environmental ethics; Law; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002518691,0.000159503,0.0002252194,0.00003186021,0.004847138,0.0001351152,0.0003715151,0.0001554373,0.00005085924],"category_scores_gemma":[0.004855413,0.000130388,0.000102041,0.0004070542,0.001666243,0.0001976233,0.0001580773,0.0007686464,0.00001248024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693578,"about_ca_system_score_gemma":0.0002700256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232267,"about_ca_topic_score_gemma":0.01917018,"domain_scores_codex":[0.9975892,0.001103841,0.0001964803,0.0002331155,0.0005259694,0.0003514051],"domain_scores_gemma":[0.9973261,0.001425967,0.0001371645,0.0004419484,0.0005043439,0.0001645266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001255254,0.00009344691,0.003039591,0.00001007,0.0000405245,3.171679e-7,0.9850392,1.75998e-7,0.0002318685,0.005030422,0.005499064,0.001002822],"study_design_scores_gemma":[0.0002267376,0.0001088518,0.03810426,0.00006104287,0.00003803374,0.000001870385,0.9401389,0.000005667934,0.0001271447,0.006962691,0.01405035,0.0001744901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833074,0.00209577,0.00002700803,0.004124796,0.0005104829,0.0003462544,0.00002319422,0.0001119849,0.009453066],"genre_scores_gemma":[0.992579,0.004656098,0.0007617524,0.0003801707,0.001240367,0.00003574377,0.00001392044,0.00001213324,0.0003207908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04490029,"threshold_uncertainty_score":0.9987274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040593832558944,"score_gpt":0.3239123289652545,"score_spread":0.2833184964063105,"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."}}