{"id":"W3128851989","doi":"10.32674/jcihe.v12i6s1.3059","title":"Pride and Prejudice","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Employability; Queer; Sexual orientation; Prejudice (legal term); Pride; Transgender; Intersectionality; Gender studies; Identity (music); Sociology; Sexual identity; Homosexuality; Psychology; Social psychology; Political science; Pedagogy; Human sexuality; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297782,0.0002349854,0.0003441581,0.0009131569,0.006060919,0.004781361,0.0004306236,0.001285088,0.005146584],"category_scores_gemma":[0.00559543,0.0001329789,0.0002564095,0.0004306891,0.01189625,0.001465594,0.00480988,0.003095122,0.000590986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009772009,"about_ca_system_score_gemma":0.001142027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058387,"about_ca_topic_score_gemma":0.003023195,"domain_scores_codex":[0.9974409,0.001395046,0.00005274974,0.0001866997,0.0004830901,0.0004414522],"domain_scores_gemma":[0.9963912,0.0009597394,0.0007333875,0.0004026338,0.0004278077,0.001085182],"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":[0.000143815,0.0004901291,0.1338768,0.000216315,0.0001094864,0.001741513,0.284619,0.0003247384,0.001959002,0.4160178,0.0153502,0.1451513],"study_design_scores_gemma":[0.00004279365,0.000405987,0.2253127,0.000900657,0.00006307849,0.003283297,0.2541652,0.0006296087,0.001199507,0.2050697,0.3088111,0.0001163744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5598382,0.002771251,0.001896548,0.01569619,0.0005190958,0.00003654426,0.00003046302,0.00001754654,0.4191942],"genre_scores_gemma":[0.9920784,0.0004063635,0.0002303191,0.001251849,0.00006310286,0.00001009393,0.000007449888,0.00000585791,0.005946554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006060919,"threshold_uncertainty_score":0.01721704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1649348930731444,"score_gpt":0.41854073705145,"score_spread":0.2536058439783056,"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."}}