{"id":"W4405389237","doi":"10.29173/jafn837","title":"International Updates","year":2024,"lang":"en","type":"article","venue":"Journal of the Academy of Forensic Nursing","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science; Political science","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":[0.0007351964,0.0001816011,0.000315639,0.0003581989,0.000068464,0.00004793428,0.0008674085,0.0001629588,0.0003073033],"category_scores_gemma":[0.00007467433,0.0001226057,0.0003847763,0.0003796665,0.0003477292,0.0002845649,0.00004882944,0.0008642579,0.00004112415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541381,"about_ca_system_score_gemma":0.00004952532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002823619,"about_ca_topic_score_gemma":2.212664e-7,"domain_scores_codex":[0.9980111,0.000106496,0.0008364377,0.0002003459,0.0005507756,0.0002948403],"domain_scores_gemma":[0.9988945,0.000183213,0.0005876345,0.0001761205,0.00006631011,0.00009218221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001967149,0.000102812,0.0007260333,0.00002124674,0.0004615967,0.00001490094,0.002572328,0.00002317706,0.004751017,0.03439983,0.7925469,0.1641835],"study_design_scores_gemma":[0.002743978,0.0006017863,0.05211775,0.008878909,0.0008889015,0.008037996,0.00540523,0.000599367,0.0186251,0.2005239,0.7008315,0.0007456458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.3333499,0.01086926,0.0008956674,0.06153319,0.5197287,0.0002206876,0.00002652355,0.00006954123,0.07330654],"genre_scores_gemma":[0.9910259,0.00004779444,0.001926527,0.0005488096,0.005552674,9.797193e-7,7.842283e-7,0.00004104173,0.000855507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.657676,"threshold_uncertainty_score":0.4999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118653837121373,"score_gpt":0.3682710709265129,"score_spread":0.3370845325552992,"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."}}