{"id":"W3134173460","doi":"10.15173/mjc.v12i2.2528","title":"Editorial: Avoiding unconscious bias in media consumption","year":2020,"lang":"en","type":"editorial","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Acknowledgement; Unconscious mind; Media bias; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Political science; Public relations; Computer science; Computer security; Law; Psychoanalysis; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009534948,0.003081482,0.002109277,0.003442209,0.005948441,0.00964444,0.003470263,0.0166806,0.009410456],"category_scores_gemma":[0.04824332,0.0007918653,0.001672912,0.001535784,0.004415267,0.005654745,0.001829676,0.01444003,0.006921715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00364479,"about_ca_system_score_gemma":0.006118694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102586,"about_ca_topic_score_gemma":0.005064117,"domain_scores_codex":[0.9898236,0.002314,0.001012556,0.000890402,0.005432013,0.0005273769],"domain_scores_gemma":[0.9561327,0.01987574,0.00162052,0.0009290006,0.01819274,0.003249263],"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":[0.00001884998,0.000009155775,0.00002278239,0.0001223858,0.000006567806,0.00008736514,0.00005236669,0.00001261949,0.00003920849,0.000405777,0.996241,0.002981929],"study_design_scores_gemma":[0.00005037907,0.0000339271,0.0003297737,0.0007557798,0.00004065482,0.0002676563,0.0003086269,0.0001858657,0.0002077841,0.001914585,0.9958758,0.000029104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000574747,0.001454412,0.00007837129,0.03759836,0.9591582,0.00001702978,0.00002250705,0.00003026299,0.001583431],"genre_scores_gemma":[0.00107627,0.002025428,0.0001418898,0.01708731,0.9724047,0.00002090056,0.00001718801,0.00003136999,0.007194899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0166806,"threshold_uncertainty_score":0.05042619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885469266197466,"score_gpt":0.3472915843039314,"score_spread":0.2784368916419567,"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."}}