{"id":"W3118827521","doi":"10.6000/2292-2598.2020.08.04.22","title":"Psychological Diagnosis of Master Students' Personal, Professional Development in the Context of Modern Education","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Professional development; Personality; Context (archaeology); Socialization; Competence (human resources); Personal development; Pedagogy; Medical education; Social psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005983359,0.0001037659,0.0001275949,0.0009695562,0.0005376475,0.0004597124,0.000123946,0.000263218,0.0009528415],"category_scores_gemma":[0.003013876,0.00005980626,0.0001196943,0.0002911151,0.0008190735,0.0003647889,0.0007837838,0.0005553034,0.00006825148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651157,"about_ca_system_score_gemma":0.0006838888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000902804,"about_ca_topic_score_gemma":0.001441833,"domain_scores_codex":[0.9995555,0.0001300903,0.00003316768,0.00003121538,0.0001428449,0.0001071884],"domain_scores_gemma":[0.998903,0.0002538554,0.0003306147,0.00003664294,0.0001275024,0.0003484014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009144208,0.0003405072,0.9015054,0.0001109127,0.00001305146,0.001332437,0.01940173,0.0001750578,0.002032734,0.004184951,0.001976763,0.06883502],"study_design_scores_gemma":[0.000009834797,0.0004356098,0.9670794,0.0001040395,0.00001096515,0.005616023,0.01690895,0.0003844063,0.0005292342,0.002069204,0.006838415,0.00001395017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934917,0.0005960761,0.0002913703,0.000728926,0.00003705962,0.00002185023,0.00001824729,0.000006036652,0.004808715],"genre_scores_gemma":[0.9991071,0.000155939,0.0001356799,0.00004024552,0.00001176453,0.000008006941,0.00001180352,5.059052e-7,0.0005289523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009695562,"threshold_uncertainty_score":0.004100204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446183792524757,"score_gpt":0.387317243289431,"score_spread":0.2426988640369553,"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."}}