{"id":"W7103272738","doi":"","title":"Predicting and Preventing\\nAggression and Violence Risk\\nin High-Risk Girls:\\nLessons Learned and Cautionary Tales\\nfrom the Gender and Aggression Project","year":2010,"lang":"","type":"article","venue":"Insecta mundi","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commit; Aggression; Suicide prevention; Poison control; Criminal justice; Human factors and ergonomics; Waiver; Injury prevention; Intervention (counseling)","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":[0.02418856,0.000792612,0.0007804389,0.001723597,0.003073601,0.004333034,0.002998973,0.001794455,0.003512666],"category_scores_gemma":[0.03424878,0.0005664015,0.001164529,0.001448393,0.001484039,0.002192117,0.003610118,0.005068833,0.0006993202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530767,"about_ca_system_score_gemma":0.008324682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07978385,"about_ca_topic_score_gemma":0.1499072,"domain_scores_codex":[0.9866112,0.009149756,0.0008942995,0.000546649,0.002138652,0.0006593767],"domain_scores_gemma":[0.9836127,0.007594726,0.001196936,0.001013559,0.004412731,0.002169369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000134138,0.0009044224,0.6489264,0.0006159407,0.0003509363,0.0003763745,0.008381392,0.0007270565,0.0001940701,0.00183012,0.07758031,0.2599789],"study_design_scores_gemma":[0.0001299574,0.001489501,0.8197843,0.008685849,0.0006855516,0.0009299463,0.03729386,0.004855569,0.001742406,0.009465318,0.1146481,0.0002897763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5391437,0.03012624,0.01508777,0.3662846,0.004320308,0.001910844,0.004155685,0.000394062,0.03857675],"genre_scores_gemma":[0.8540723,0.04345138,0.05366237,0.02268045,0.002035535,0.002592785,0.002847658,0.0002563824,0.0184011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07978385,"threshold_uncertainty_score":0.158639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492251260372671,"score_gpt":0.3020450144327191,"score_spread":0.2771225018289925,"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."}}