{"id":"W2339816053","doi":"10.14288/1.0075711","title":"Assessment and Selection of Post-Traumatic Stress Disorder Materials at Vancouver Public Library","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic stress; Selection (genetic algorithm); Forensic engineering; Psychology; Medicine; Psychiatry; Criminology; Engineering; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139583,0.0004690559,0.0003191418,0.01057458,0.005683266,0.002077192,0.001180683,0.0004091091,0.005017051],"category_scores_gemma":[0.006098256,0.0004929993,0.000222082,0.004880167,0.0009035032,0.000640152,0.002209295,0.0006268627,0.00145818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004459755,"about_ca_system_score_gemma":0.006389734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2476248,"about_ca_topic_score_gemma":0.6534875,"domain_scores_codex":[0.9974655,0.0003516423,0.0001955951,0.0001346557,0.001460104,0.0003925194],"domain_scores_gemma":[0.9939523,0.0003399575,0.0006579877,0.0001581864,0.004001771,0.0008896976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004947648,0.0008772517,0.7627841,0.0004242887,0.00003997867,0.0025943,0.043111,0.0002088226,0.007561082,0.0002745857,0.009389323,0.1722404],"study_design_scores_gemma":[0.000009321625,0.0003178385,0.9464671,0.0001028859,0.00001447412,0.0005369702,0.04264186,0.0001068626,0.001293162,0.00004791688,0.008436178,0.00002554127],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790829,0.0004279097,0.0004230898,0.0002058766,0.00002472802,0.001658235,0.001474345,0.00003638037,0.01666652],"genre_scores_gemma":[0.9610258,0.001828578,0.005366853,0.0001921742,0.0000293688,0.001208843,0.002766696,0.00003507856,0.02754665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7523752,"threshold_uncertainty_score":0.492367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252062187041571,"score_gpt":0.1663237075880545,"score_spread":0.1538030857176387,"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."}}