{"id":"W3180216269","doi":"10.1007/s12119-021-09894-x","title":"The Predictive Role of Ideological, Personality and Psychopathological Factors in Homonegative Attitudes in Italy","year":2021,"lang":"en","type":"article","venue":"Sexuality & Culture","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Psychology; Psychopathology; Openness to experience; Authoritarianism; Neuroticism; Agreeableness; Personality; Ideology; Big Five personality traits; Clinical psychology; Social psychology; Extraversion and introversion; Politics; Democracy","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":[0.0006811671,0.0001864993,0.0003705178,0.0000400895,0.0001574761,0.00003711694,0.0002001512,0.0003374591,0.0001481942],"category_scores_gemma":[0.0004518905,0.0001172821,0.00007114119,0.0003784481,0.0005739835,0.00009819511,0.0001038897,0.0006068014,0.000009506964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541584,"about_ca_system_score_gemma":0.00006329884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098525,"about_ca_topic_score_gemma":0.009932194,"domain_scores_codex":[0.9973599,0.001136717,0.0004375678,0.0004861811,0.0002090571,0.0003705811],"domain_scores_gemma":[0.998987,0.0003448783,0.0001394277,0.0003183096,0.0001137496,0.00009669343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067443,0.0005565759,0.9636298,0.00007866821,0.0000318093,0.00002467153,0.02421513,0.000001352468,0.0004138721,0.009907992,0.0005770661,0.0004563173],"study_design_scores_gemma":[0.0005063275,0.0001681129,0.9696051,0.00001180756,0.00001477215,0.00001453859,0.01490006,0.000001374457,0.00003457846,0.01396512,0.0006576852,0.0001205631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835828,0.004570676,0.000003681007,0.001669608,0.0001976283,0.0002526893,0.0001373987,0.00002390935,0.009561599],"genre_scores_gemma":[0.9976408,0.0003689681,0.00003908167,0.0002638499,0.00009977236,0.00003219314,0.00002829733,0.000006848411,0.001520202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405798,"threshold_uncertainty_score":0.6195771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132659656759924,"score_gpt":0.3871890187499638,"score_spread":0.3458624221823646,"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."}}