{"id":"W4241889147","doi":"10.32920/ryerson.14636958.v1","title":"Through a lens darkly: how the news media perceive and portray evangelicals","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Governor; Media studies; Political science; Sociology; Art; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005644595,0.0007643473,0.0004237492,0.004914368,0.008884958,0.02644207,0.0009156426,0.003345344,0.003617136],"category_scores_gemma":[0.01885564,0.0005136041,0.0003256711,0.006027423,0.02730258,0.01839466,0.004996053,0.00631528,0.0009540161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008964774,"about_ca_system_score_gemma":0.006913414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2633677,"about_ca_topic_score_gemma":0.3613254,"domain_scores_codex":[0.9936814,0.003783847,0.0001215758,0.0002827939,0.001514266,0.0006161954],"domain_scores_gemma":[0.9770532,0.01664237,0.001989523,0.0006691613,0.002635485,0.00101038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006869209,0.00003038992,0.00892298,0.0002498676,0.00007340546,0.0003642781,0.8298225,0.00008654509,0.001174724,0.05485767,0.07334664,0.03100222],"study_design_scores_gemma":[0.00001780532,0.00002526411,0.01537535,0.0006450827,0.00005491448,0.0002150015,0.6862603,0.0001126764,0.0005998236,0.0182908,0.2783074,0.0000956567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2120899,0.05321844,0.006326705,0.3365778,0.009594098,0.0001029418,0.001468806,0.0002749956,0.3803463],"genre_scores_gemma":[0.8739462,0.02435384,0.002768619,0.05224511,0.004407668,0.00008487184,0.000411428,0.0004605994,0.0413216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2633677,"threshold_uncertainty_score":0.5236695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05339100386615515,"score_gpt":0.3161527382963873,"score_spread":0.2627617344302322,"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."}}