{"id":"W2077356778","doi":"10.3390/socsci3040672","title":"The Productive Uses of Conflict in Child Protection","year":2014,"lang":"en","type":"article","venue":"Social Sciences","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ideology; Power (physics); Public relations; Social psychology; Business; Child protection; Psychology; Political science; Law and economics; Sociology; Law; Politics","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":[0.0005868934,0.00003299502,0.00005623222,0.0000263746,0.0003700376,0.00001540799,0.0001270715,0.00002543212,0.00003666494],"category_scores_gemma":[0.0000634782,0.0000204453,0.00002189335,0.0002838081,0.0005009861,0.0000436537,0.00001041825,0.00005084645,0.0000166825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000605734,"about_ca_system_score_gemma":0.00001201517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005907487,"about_ca_topic_score_gemma":0.0005350081,"domain_scores_codex":[0.9994614,0.0001040894,0.00008270337,0.0001275634,0.0001065818,0.0001177343],"domain_scores_gemma":[0.9998233,0.00004653516,0.00005489712,0.0000518007,0.0000169481,0.00000656123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001002886,0.000275349,0.0353715,0.000009256923,0.00003902187,7.491624e-7,0.09141511,0.000008304778,0.0006013772,0.5920727,0.001472616,0.2786338],"study_design_scores_gemma":[0.0003436423,0.000185068,0.9448772,0.00001354134,0.000004486183,0.000002753243,0.005480892,0.000008094426,0.001316531,0.008884896,0.03879604,0.00008684598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792253,0.00008207638,0.000009430212,0.003126735,0.0003544677,0.000191078,5.884169e-7,0.00001115593,0.1169992],"genre_scores_gemma":[0.9995311,0.000003366032,0.00000403428,0.000045047,0.0002453986,0.00001688944,7.872938e-8,0.000001477075,0.0001525786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9095057,"threshold_uncertainty_score":0.2846067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578338928121797,"score_gpt":0.3469320737182498,"score_spread":0.2890981809060701,"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."}}