{"id":"W4245568871","doi":"10.3167/jbsm.2021.020201","title":"Introduction","year":2021,"lang":"en","type":"article","venue":"Journal of Bodies Sexualities and Masculinities","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Discipline; Sociology; Human sexuality; Rigour; Epistemology; Hegemony; Social science; Gender studies; Politics; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008868454,0.00008602985,0.0002498287,0.00006870092,0.0003500489,0.0001252316,0.00007597174,0.00006785378,0.0003933613],"category_scores_gemma":[0.0005660622,0.00007518447,0.00008828486,0.00005218736,0.0003819808,0.0003114462,0.0000338825,0.0001494735,0.000003875109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003369544,"about_ca_system_score_gemma":0.0003772414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095837,"about_ca_topic_score_gemma":0.0003798064,"domain_scores_codex":[0.9987822,0.0002028759,0.0003405215,0.00009558123,0.0003657643,0.0002130265],"domain_scores_gemma":[0.9989946,0.0001913233,0.0001799358,0.00008173985,0.0004302298,0.0001221658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000448493,0.00006699695,0.0006268722,0.0001284778,0.0001796015,0.0001011221,0.8158376,0.000004396496,0.0001968033,0.1087434,0.06691898,0.007150959],"study_design_scores_gemma":[0.0001488952,0.00004798606,0.0001464267,0.00001212795,0.00002817563,0.00006825375,0.5408967,1.939874e-7,0.0002329515,0.005062594,0.4532967,0.00005903123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291507,0.02521639,0.0002124058,0.04776463,0.009058437,0.000108584,0.00001818607,0.00005380553,0.08841686],"genre_scores_gemma":[0.8667808,0.03790543,0.001370851,0.001048166,0.01425406,0.000003380292,0.000006214821,0.00001670812,0.07861435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863777,"threshold_uncertainty_score":0.430703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659675238692121,"score_gpt":0.3045988799825401,"score_spread":0.2680021275956189,"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."}}