{"id":"W4411365772","doi":"10.1007/978-3-031-86083-6_24","title":"Correction to: Professional Training of Psychologists in Peru: Past, Present and Future","year":2025,"lang":"en","type":"book-chapter","venue":"Cultural psychology of education","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Training (meteorology); Psychology; Applied psychology; Medical education; Geography; Medicine; Meteorology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002958884,0.0003784331,0.0006198421,0.0004763046,0.0000587143,0.000009079189,0.0003296169,0.000702152,0.002133802],"category_scores_gemma":[0.00002804534,0.0003143304,0.0001392378,0.0002027785,0.0002914036,0.0000758047,0.00005031912,0.0007193315,0.00004584806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006461694,"about_ca_system_score_gemma":0.0001825474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004532963,"about_ca_topic_score_gemma":0.00001332622,"domain_scores_codex":[0.9976344,0.000146716,0.0008733888,0.0008391601,0.0002242169,0.0002821435],"domain_scores_gemma":[0.998305,0.0002159382,0.0005793421,0.0004451032,0.0003286815,0.0001259162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004064128,0.001077637,0.003546675,0.00009609893,0.0001356265,0.000002123805,0.00677923,8.495948e-7,0.0002240352,0.03890009,0.684068,0.2647632],"study_design_scores_gemma":[0.0006670652,0.0004434929,0.5068911,0.0007017259,0.00005683822,0.00006081928,0.00440109,5.374594e-7,0.000005904258,0.01320201,0.4732105,0.000358939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05299065,0.002278531,0.00001472413,0.01715959,0.03811773,0.0009887441,0.0000553379,0.00002870805,0.888366],"genre_scores_gemma":[0.1436972,0.0003034202,0.0009720105,0.002121692,0.003752532,0.0002910954,0.0004358758,0.00003585038,0.8483903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5033444,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0877526656156331,"score_gpt":0.4639304702166044,"score_spread":0.3761778046009713,"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."}}