{"id":"W4412407579","doi":"10.1080/19419899.2025.2506717","title":"Development and validation of a measure of attitudes towards sex doll ownership","year":2025,"lang":"en","type":"article","venue":"Psychology and Sexuality","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Psychology; Measure (data warehouse); Social psychology; Developmental psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262766,0.000172207,0.0004518075,0.000210465,0.00007345022,0.000005733491,0.0001822555,0.0004441835,0.0001180234],"category_scores_gemma":[0.00008415651,0.0001564159,0.00003029286,0.0002515537,0.000552673,0.00003858389,0.00008233578,0.0002180863,0.000003342697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001284983,"about_ca_system_score_gemma":0.00004967076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438836,"about_ca_topic_score_gemma":0.00007081399,"domain_scores_codex":[0.9982602,0.0003359664,0.0005619696,0.0004869845,0.0001209746,0.0002339147],"domain_scores_gemma":[0.9990746,0.0001194782,0.0001932062,0.0004683584,0.00009598309,0.00004834765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003008633,0.0009924722,0.7142371,0.0001971429,0.0003244315,0.000005277946,0.008263764,8.466156e-8,0.007537259,0.06736892,0.0005166239,0.200256],"study_design_scores_gemma":[0.001555265,0.0001763987,0.9666787,0.00002823692,0.00008075523,0.00002035244,0.001787631,4.403349e-7,0.01346565,0.004599078,0.01141717,0.0001902701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980275,0.001147753,0.0005569242,0.0006751415,0.0004759223,0.0002132123,0.00001444977,0.00005837291,0.01658319],"genre_scores_gemma":[0.9965733,0.00002641533,0.001022412,0.0003177544,0.00001817009,0.0000369831,0.00001561578,0.000007864261,0.001981515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524416,"threshold_uncertainty_score":0.6378454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094448519935694,"score_gpt":0.415372226272057,"score_spread":0.3059273742784877,"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."}}