{"id":"W4282821676","doi":"10.1177/10790632221108949","title":"Paraphilic Interests Versus Behaviors: Factors that Distinguish Individuals Who Act on Paraphilic Interests From Individuals Who Refrain","year":2022,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social psychology; Criminology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008916004,0.001072161,0.001263215,0.001208141,0.0007211923,0.00020774,0.002528045,0.0007701647,0.00670891],"category_scores_gemma":[0.0003579452,0.001093072,0.0002961172,0.001137058,0.0006727307,0.0002548254,0.001002156,0.002400936,0.0003758688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562993,"about_ca_system_score_gemma":0.00008187786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697165,"about_ca_topic_score_gemma":0.002345088,"domain_scores_codex":[0.9924993,0.001377633,0.001166204,0.002181819,0.001195869,0.001579192],"domain_scores_gemma":[0.9945556,0.001502306,0.0007792556,0.002642449,0.00008285664,0.0004375559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005320087,0.002097938,0.9125679,0.00001255111,0.0006046108,0.0003767719,0.05323884,0.000002539067,0.0003201101,0.002811469,0.01493839,0.01249692],"study_design_scores_gemma":[0.00589348,0.00452309,0.8596149,0.0000877672,0.0004390588,0.00006265139,0.04891334,0.000002562775,0.0006820451,0.0009261086,0.07709161,0.00176341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872916,0.0004295211,0.000003967846,0.0002986953,0.005645474,0.001082342,0.002743789,0.0008884873,0.001616112],"genre_scores_gemma":[0.9921817,0.00001786258,0.00003574727,0.0006468553,0.0003666705,0.0006325431,0.001670774,0.0002114993,0.004236409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06215322,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08804745764164446,"score_gpt":0.3620625692601375,"score_spread":0.2740151116184931,"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."}}