{"id":"W2257650298","doi":"10.21702/rpj.2011.5.8","title":"Оценка готовности и способности проводников к корректному взаимодействию с пассажирами","year":2011,"lang":"en","type":"article","venue":"Российский психологический журнал","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006063867,0.0009570842,0.0009051369,0.000511357,0.0003464245,0.0001511905,0.001170975,0.0005441988,0.002156863],"category_scores_gemma":[0.00007108731,0.0009317782,0.0004489245,0.001028489,0.0002284117,0.0006495776,0.0001880233,0.0007156365,0.002783445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228035,"about_ca_system_score_gemma":0.00009860613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616072,"about_ca_topic_score_gemma":0.0001976564,"domain_scores_codex":[0.9952921,0.0001147437,0.001204138,0.0009291786,0.0007650643,0.001694827],"domain_scores_gemma":[0.997371,0.00008503803,0.0001772328,0.001541153,0.0001702335,0.0006553678],"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":[0.0005712404,0.003251074,0.02906965,0.003128641,0.002941484,0.002216824,0.03814687,0.07290837,0.07363915,0.1242185,0.3559128,0.2939953],"study_design_scores_gemma":[0.006768919,0.00122812,0.06851624,0.001208381,0.000530078,0.0008777569,0.003542267,0.07546674,0.07465856,0.006519786,0.7509971,0.009686049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4277931,0.003993546,0.009195403,0.00009496905,0.006002445,0.0007368269,0.00006965266,0.003831976,0.548282],"genre_scores_gemma":[0.9909001,0.0003504998,0.00238078,0.0002376493,0.0009223636,0.000163371,0.00004044791,0.000304018,0.004700764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.563107,"threshold_uncertainty_score":0.9993133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898700070312936,"score_gpt":0.1427796170311834,"score_spread":0.1237926163280541,"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."}}