{"id":"W6944365160","doi":"10.17605/osf.io/5sqve","title":"UCOM - LGB Norms","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mainstream; Normative; Normative social influence; Social norms approach; Homosexuality; Perception; Lesbian; Heterosexuality","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001494178,0.0001683484,0.0002800617,0.0002055093,0.001205217,0.00170857,0.005037476,0.0003738476,0.05102979],"category_scores_gemma":[0.0008317126,0.0001625552,0.00006624452,0.002045125,0.001511238,0.0003191867,0.002127117,0.0003307289,0.0007761605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239382,"about_ca_system_score_gemma":0.002656103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342105,"about_ca_topic_score_gemma":0.007973097,"domain_scores_codex":[0.9972588,0.00006539553,0.0001207954,0.0006797843,0.001304865,0.0005703003],"domain_scores_gemma":[0.9987378,0.00007899498,0.0001373172,0.0006179208,0.0001229416,0.0003050654],"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":[0.000002280532,0.00003214119,0.007110507,0.000007788663,0.00001234671,0.00003052299,0.004762935,1.185359e-7,0.000004193549,0.071893,0.90794,0.00820411],"study_design_scores_gemma":[0.00005528422,0.000004490039,0.001162387,0.0002773162,0.000007169136,3.383775e-7,0.002652913,3.10414e-7,0.000008456403,0.003231483,0.9923152,0.0002846534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009487986,0.0002706124,0.000191007,0.00123671,0.002806129,0.0004004642,0.00001204998,0.00008564509,0.9949025],"genre_scores_gemma":[0.001300082,0.0002465066,0.01721444,0.0008447446,0.0005517036,0.00001023685,0.00001289011,0.00005355227,0.9797658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08437514,"threshold_uncertainty_score":0.9993278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279885178344913,"score_gpt":0.3798151908236043,"score_spread":0.3270163390401551,"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."}}