{"id":"W4220990343","doi":"10.1080/27703371.2021.2023375","title":"Predicting and Changing Attitudes toward Same-Gender Parenting: Informational Influence, Parasocial Contact, and Religious Fundamentalism","year":2022,"lang":"en","type":"article","venue":"LGBTQ+ Family An Interdisciplinary Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Moderation; Psychology; Social psychology; Context (archaeology); Fundamentalism; Developmental psychology; Gender role; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009857238,0.0002841247,0.0003373148,0.0005427751,0.003501124,0.0003786237,0.0003354124,0.0001197835,0.0002689712],"category_scores_gemma":[0.00002562383,0.0002953455,0.0001119243,0.0002425859,0.0001708793,0.000895709,0.00113108,0.001092231,0.0000176246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341753,"about_ca_system_score_gemma":0.0001409877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004126416,"about_ca_topic_score_gemma":0.0000535986,"domain_scores_codex":[0.9973456,0.0002953727,0.0007655852,0.000361831,0.000505967,0.0007255967],"domain_scores_gemma":[0.9987205,0.0001358728,0.0004767006,0.0001952434,0.00009125676,0.0003804126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003139929,0.0001958824,0.8909813,0.0002115472,0.0002102094,0.000145494,0.09635939,0.0001168494,0.0001024106,0.001760731,0.007176556,0.002425673],"study_design_scores_gemma":[0.001503895,0.0006810503,0.9479138,0.00004568366,0.00009673735,0.003190526,0.03917238,0.0003023189,7.769889e-7,0.005676354,0.001066147,0.0003502746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987776,0.00149804,0.00007591407,0.0009686701,0.002043861,0.000243908,0.0001072231,0.0000786501,0.00720773],"genre_scores_gemma":[0.9964831,0.0003031752,0.0001003457,0.001390667,0.001119821,0.00005384446,0.00005496039,0.00003547049,0.0004586093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05718701,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676769346397205,"score_gpt":0.3847971153552632,"score_spread":0.3380294218912911,"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."}}