{"id":"W2154865083","doi":"10.5539/res.v7n3p88","title":"Adaptation of Graduates and Students of Regions to Education in Higher Education Institutions of Russia by Means of Social-Psychological Training","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Psychology of Development and Education","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Psychology; Process (computing); Russian federation; Psychological adaptation; Pedagogy; Higher education; Mathematics education; Social psychology; Sociology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008950829,0.0001091171,0.0004886592,0.0001916646,0.00002582783,0.000001285118,0.0001638568,0.00003330992,0.00001809154],"category_scores_gemma":[0.0002263965,0.00009642371,0.00004506917,0.0004056731,0.0002676042,0.00006323481,0.00004165201,0.00006069719,0.000004261901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000247649,"about_ca_system_score_gemma":0.0001345021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002813316,"about_ca_topic_score_gemma":0.00000533104,"domain_scores_codex":[0.9983633,0.0003650371,0.0008120504,0.0001928033,0.0001702119,0.00009666212],"domain_scores_gemma":[0.9987362,0.00006429949,0.0006300092,0.000168443,0.0003619117,0.00003914804],"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":[0.0002111713,0.008798114,0.09867594,0.006505198,0.0008747636,5.996531e-7,0.2021493,0.000004817849,0.002082074,0.08587545,0.3239515,0.2708711],"study_design_scores_gemma":[0.0004953493,0.0002856278,0.9551405,0.003392691,0.0001281806,0.000002112533,0.02529988,7.193753e-8,0.00003037066,0.0004911909,0.01461854,0.0001154726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872874,0.07253959,0.00003756049,0.002012169,0.0007489286,0.0005003572,0.00001199288,0.000007273074,0.03685471],"genre_scores_gemma":[0.9881975,0.009914822,0.0009322212,0.0001698392,0.00003775069,0.0000317554,0.00002827503,0.000008621967,0.0006792101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564646,"threshold_uncertainty_score":0.3932045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4106273142298487,"score_gpt":0.4986176081420061,"score_spread":0.08799029391215735,"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."}}