{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005979979,0.0003523741,0.0003226398,0.00276981,0.004253024,0.005083438,0.0009875834,0.001055275,0.0496184],"category_scores_gemma":[0.02092246,0.00013466,0.0001988452,0.002740616,0.003064071,0.003655443,0.00514144,0.001476784,0.003518836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004645394,"about_ca_system_score_gemma":0.003515923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02624379,"about_ca_topic_score_gemma":0.03318204,"domain_scores_codex":[0.9937476,0.002690716,0.00025728,0.0006607621,0.00148184,0.001161705],"domain_scores_gemma":[0.9855334,0.004364977,0.00205967,0.001428768,0.00367468,0.002938486],"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":[0.0001208288,0.0003779914,0.08084246,0.0002792614,0.00001162861,0.0002515858,0.09277089,0.0001484593,0.0004806733,0.658744,0.03784034,0.1281319],"study_design_scores_gemma":[0.0000360919,0.0001200304,0.2157099,0.0009413285,0.00001571542,0.0005755246,0.1307158,0.0008341537,0.0009709178,0.09946055,0.5505615,0.00005851966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1708308,0.0003888462,0.004845608,0.005131732,0.0001692658,0.0004466287,0.003099823,0.00009971028,0.8149876],"genre_scores_gemma":[0.9086351,0.0003333066,0.005857666,0.001514286,0.0001000147,0.001679473,0.00235541,0.0001424588,0.07938229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9503816,"threshold_uncertainty_score":0.1659901,"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."}}