{"id":"W2031964476","doi":"10.1177/1077559503254143","title":"Substantiation as a Multitier Process: The Results of a NIS-3 Analysis","year":2003,"lang":"en","type":"article","venue":"Child Maltreatment","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fogarty International Center","keywords":"Bivariate analysis; Logistic regression; Psychology; Demography; Medicine; Statistics; Mathematics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03137354,0.0007772294,0.001001929,0.004284114,0.001120252,0.003110723,0.001441068,0.0004371608,0.004264047],"category_scores_gemma":[0.06752613,0.0005007369,0.003546975,0.004112319,0.001569169,0.00230707,0.004736247,0.001729932,0.0004321622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966298,"about_ca_system_score_gemma":0.00357296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412931,"about_ca_topic_score_gemma":0.01145332,"domain_scores_codex":[0.9736623,0.01646051,0.001685899,0.001560947,0.005254257,0.001376044],"domain_scores_gemma":[0.9066054,0.06357256,0.01496084,0.0052955,0.007723659,0.00184206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004842797,0.0000908065,0.991384,0.00005162283,0.0004109805,0.00008442508,0.001435057,0.0005725852,0.0001618962,0.0003877346,0.0003073858,0.004629114],"study_design_scores_gemma":[0.00002984632,0.0004661662,0.9647401,0.00005557858,0.000497027,0.0002494948,0.005779131,0.02524505,0.0006353951,0.0009385865,0.001321577,0.00004210563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924762,0.00009501952,0.004927198,0.0001426483,0.00001122901,0.0001910426,0.0006074181,0.00006507835,0.001484153],"genre_scores_gemma":[0.9947984,0.00003367849,0.003803844,0.00002446107,0.000009038529,0.0001563125,0.0008290262,0.0000476151,0.0002975152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03137354,"threshold_uncertainty_score":0.1659212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668232295689657,"score_gpt":0.2978499135612873,"score_spread":0.2811675906043907,"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."}}