{"id":"W37562442","doi":"10.14245/ns.2346446.223","title":"Commentary on Gough","year":2001,"lang":"en","type":"article","venue":"Neurospine","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Guangxi Key Research and Development Program; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Computer science","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":[0.00001850498,0.00008168221,0.0001123297,0.00003909324,0.00004405852,0.00000487875,0.00003694351,0.00004212733,0.0003213196],"category_scores_gemma":[0.000009701662,0.00006133991,0.00005445582,0.0001188936,0.00002273454,0.00002006117,0.00001243149,0.0002246353,0.0002735977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001301058,"about_ca_system_score_gemma":0.000004891233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120753,"about_ca_topic_score_gemma":0.000001399518,"domain_scores_codex":[0.9994974,0.000008544042,0.00009905673,0.0001434471,0.0001175052,0.0001340788],"domain_scores_gemma":[0.9996692,0.00001253191,0.00001672225,0.0002099127,0.0000111569,0.00008050419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001006239,0.002248775,0.05651461,0.00004970832,0.0001418442,0.004451883,0.0002681691,0.0000673638,0.02068434,0.0005548331,0.8444582,0.06955402],"study_design_scores_gemma":[0.002727082,0.001021367,0.1523921,0.00009498631,0.00005178199,0.000332499,0.000006078757,0.00007697757,0.003726704,0.00003897306,0.8394362,0.00009514853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031792,0.0001331775,0.000005476202,0.06358659,0.0003289171,0.0001459802,0.000001543318,0.0001036966,0.03251543],"genre_scores_gemma":[0.9080083,0.0004900109,0.00003334127,0.08862952,0.000433222,0.000002283214,0.00002198761,0.00001763134,0.002363712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09587754,"threshold_uncertainty_score":0.3518224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397070483757569,"score_gpt":0.2610993214789703,"score_spread":0.2471286166413946,"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."}}