{"id":"W7056655151","doi":"","title":"Features of the First-Year Students' Adaptation for Studying at a Technical University in Ukraine","year":2016,"lang":"en","type":"article","venue":"Repository of Samara University (Samara National Research University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Mode (computer interface); Work (physics); Prejudice (legal term); Point (geometry); Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861649,0.0001243281,0.000208786,0.0009176551,0.0005727006,0.00001234801,0.001062977,0.00008639072,0.0006205847],"category_scores_gemma":[0.0001407596,0.0001112324,0.0001837662,0.001246401,0.0005415161,0.0001331296,0.001007046,0.0002333127,0.000002864304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007674309,"about_ca_system_score_gemma":0.0006663413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125387,"about_ca_topic_score_gemma":0.001033032,"domain_scores_codex":[0.997115,0.0003438973,0.0001814818,0.0003627901,0.001682723,0.0003141545],"domain_scores_gemma":[0.9965897,0.001306947,0.0001718022,0.0002832661,0.001548702,0.00009962261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005881165,0.002484566,0.6244711,0.0002713988,0.000543541,0.0000937707,0.001397374,0.0003179063,0.05659126,0.2759707,0.01295614,0.0190211],"study_design_scores_gemma":[0.008229401,0.0004223683,0.7227801,0.0003363985,0.00006093014,0.000001886865,0.008599825,0.0001546992,0.004162882,0.0002735538,0.2546682,0.0003097395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883378,0.00001494616,0.00101604,0.002175627,0.00007388448,0.001517172,0.0002262551,0.00002088407,0.1066174],"genre_scores_gemma":[0.9519084,0.0000233484,0.0002974752,0.000002320445,0.00003239623,5.245932e-7,0.00000665572,0.000006504266,0.0477224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756971,"threshold_uncertainty_score":0.6794967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361561375056364,"score_gpt":0.2825851146006323,"score_spread":0.2489695008500687,"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."}}