{"id":"W4377294907","doi":"10.23977/aetp.2023.070316","title":"Supporting Aspirations, Empowering Oneself: An Empirical Study Based on the Current Situation of Some Youth University Student Groups in 27 Regions Falling into the 'Low Desire' Trap","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmony (color); Psychology; Positive Youth Development; Perception; Empirical research; Wish; Higher education; University education; Quality (philosophy); Social psychology; Sociology; Pedagogy; Mathematics education; Developmental psychology; Political 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":[0.0013373,0.00008499438,0.000126484,0.0004482514,0.0004519192,0.000009884127,0.0004084083,0.0001183743,0.000009197405],"category_scores_gemma":[0.0005226404,0.00006872627,0.0000230495,0.001311813,0.0008888683,0.0001728185,0.00004073122,0.0004186631,0.000003215861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182137,"about_ca_system_score_gemma":0.0001629235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006052744,"about_ca_topic_score_gemma":0.001872256,"domain_scores_codex":[0.9985396,0.0004694243,0.0002653571,0.0002900522,0.0001905897,0.0002449748],"domain_scores_gemma":[0.9985121,0.0010617,0.0001188285,0.0002267346,0.00004935889,0.00003124376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001311444,0.0005583103,0.3953745,0.000003271181,0.000004502419,0.000001238043,0.02915908,0.0002798369,0.000003310349,0.5708277,0.000005378348,0.003769725],"study_design_scores_gemma":[0.0002293857,0.0001117025,0.4499393,0.00002269995,0.000007773233,2.323726e-7,0.1188507,0.0003149034,0.000001214107,0.4302037,0.0002426648,0.00007570348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703301,0.0001964228,0.0003557649,0.0277436,0.0004995236,0.000392623,0.000003015633,0.0000441954,0.00043481],"genre_scores_gemma":[0.9991938,0.000297552,0.0001511258,0.0002415678,0.00005173111,0.00003555306,0.00001166367,0.000005135952,0.00001182668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140624,"threshold_uncertainty_score":0.3475843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06663341086736299,"score_gpt":0.4669114813712807,"score_spread":0.4002780705039177,"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."}}