{"id":"W2750155760","doi":"10.1111/fcre.12289","title":"Crossover Cases of High‐Conflict Families Involving Child Protection Services: Ontario Research Findings and Suggestions for Good Practices","year":2017,"lang":"en","type":"article","venue":"Family Court Review","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Harm; Economic Justice; Family court; Child protection; Crossover; Psychology; Political science; Social psychology; Medicine; Nursing; Law; Psychiatry","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":[0.02452111,0.0003223667,0.0007059089,0.005185619,0.01028824,0.0044199,0.002810348,0.001020396,0.005147024],"category_scores_gemma":[0.05894797,0.0006471602,0.0004979157,0.009761686,0.006570353,0.004161898,0.003852905,0.001225792,0.000264535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04914084,"about_ca_system_score_gemma":0.09180313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9029114,"about_ca_topic_score_gemma":0.9720077,"domain_scores_codex":[0.9827302,0.007766276,0.001602556,0.001373068,0.004551603,0.001976341],"domain_scores_gemma":[0.9297632,0.03157413,0.01424316,0.003791824,0.01685862,0.003769023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004374075,0.0004115212,0.3569538,0.005115878,0.0001502598,0.00744747,0.3394204,0.000445941,0.001420299,0.02708065,0.02603267,0.2350837],"study_design_scores_gemma":[0.00010082,0.0001369134,0.4943524,0.007376088,0.0001522779,0.002471282,0.4107349,0.0003236083,0.000521226,0.003983274,0.07973301,0.0001141814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7908952,0.08788434,0.002164772,0.03761205,0.0004411204,0.001137073,0.00107906,0.00006815113,0.07871825],"genre_scores_gemma":[0.9534149,0.03518483,0.004079733,0.002148345,0.00008939469,0.0003807677,0.0004810179,0.00002455179,0.004196255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09708858,"threshold_uncertainty_score":0.3565434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1788718673494707,"score_gpt":0.4240792760886152,"score_spread":0.2452074087391445,"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."}}