{"id":"W3025672471","doi":"10.60770/qas4-2857","title":"Media's impact on campus rape culture","year":2017,"lang":"en","type":"dissertation","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Media studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003416352,0.0006284314,0.0006610937,0.0005651322,0.01061963,0.0002588326,0.002250828,0.001021641,0.0003595017],"category_scores_gemma":[0.0002607082,0.0006768148,0.000670829,0.0003822425,0.001071453,0.0004398173,0.000215277,0.001171286,0.0001634175],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008738289,"about_ca_system_score_gemma":0.003049475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03605492,"about_ca_topic_score_gemma":0.0174097,"domain_scores_codex":[0.9963034,0.0004972357,0.0002847636,0.0008548303,0.001379087,0.00068069],"domain_scores_gemma":[0.9967344,0.0002445098,0.0007346632,0.0009264195,0.0008324545,0.0005275994],"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":[0.005027052,0.001194621,0.003176187,0.0002133334,0.001907295,0.005453082,0.03091086,0.005255454,0.0002333784,0.9078702,0.03382785,0.004930654],"study_design_scores_gemma":[0.0009683558,0.0001592598,0.01421834,0.0002943318,0.0004072959,0.000004179177,0.02060861,0.00009319981,0.00004866473,0.00008389533,0.9623282,0.0007856914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2003269,0.0003314348,0.00001669287,0.0002135456,0.003145161,0.0004982228,0.0001834878,0.0001915115,0.795093],"genre_scores_gemma":[0.6663927,0.0006833723,0.00004252261,0.00003246858,0.0006849859,0.000001018989,0.000994909,0.00002075843,0.3311472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9285004,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191958642881013,"score_gpt":0.2515687485388158,"score_spread":0.2396491621100056,"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."}}