{"id":"W6981711970","doi":"","title":"An Exploration of the Victim-Offender Relationship in Sexual Offending: Predicting Severity and the Presence of Violence","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Proteogenomics; Articular cartilage damage","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":[0.0002404188,0.0001232187,0.0002542445,0.0001082501,0.0004830388,0.00001891123,0.0004153934,0.000181589,0.00002296558],"category_scores_gemma":[0.0007840297,0.00009409931,0.00005322223,0.0005528611,0.0004270653,0.0008829744,0.00008338379,0.000314692,8.52716e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006899531,"about_ca_system_score_gemma":0.0002737055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03139523,"about_ca_topic_score_gemma":0.002718749,"domain_scores_codex":[0.998431,0.0006368456,0.0001768768,0.0002441616,0.0003621573,0.0001489863],"domain_scores_gemma":[0.9984067,0.0008862451,0.0003530166,0.0002220555,0.0000869998,0.00004499174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000528062,0.0001265782,0.6321127,0.0003069669,0.00005724289,0.000003689689,0.2679832,0.0001331408,0.000004862336,0.09575455,0.00231877,0.0006702656],"study_design_scores_gemma":[0.0009381769,0.00009944362,0.5304739,0.0008814897,0.0001605427,4.073601e-8,0.4528055,0.00015993,0.0001144997,0.006001052,0.007997912,0.0003674617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619924,0.0001013945,0.00006540927,0.006042918,0.0008922336,0.0007952065,0.00003466022,0.00005547706,0.03002034],"genre_scores_gemma":[0.9815432,0.0002676799,0.00009735814,0.000009021362,0.0000641991,0.000001395715,0.00002098757,0.000008091907,0.01798805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1848224,"threshold_uncertainty_score":0.9750548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416147956055694,"score_gpt":0.2476761013464658,"score_spread":0.2235146217859089,"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."}}