{"id":"W2907966827","doi":"10.5430/wje.v8n6p130","title":"Student Self-Assessment in Higher Education: The International Experience and the Greek Example","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Self-assessment; Psychology; Higher education; Dialogical self; Self-efficacy; Affect (linguistics); Critical thinking; Formative assessment; Mathematics education; Self-regulated learning; Medical education; Pedagogy; Social psychology","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":[0.001312994,0.0000617605,0.00008857749,0.00011545,0.0003290654,0.0002282956,0.0004963864,0.00001679991,0.0007774166],"category_scores_gemma":[0.00002010304,0.00003634028,0.00003501243,0.0003179619,0.0002717571,0.0002963717,0.00005067324,0.0001512894,0.000005514403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844296,"about_ca_system_score_gemma":0.001014047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593264,"about_ca_topic_score_gemma":0.001171704,"domain_scores_codex":[0.9988205,0.0001855006,0.0002752175,0.00009025,0.0005172589,0.0001113115],"domain_scores_gemma":[0.9990838,0.0001941543,0.0002710798,0.0001055117,0.0002978224,0.00004763694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000404458,0.0005994651,0.6011906,0.000001935754,0.0000439937,4.521823e-7,0.1647405,6.026823e-7,0.00002312065,0.1999788,0.02089036,0.01248974],"study_design_scores_gemma":[0.0003521835,0.00001862616,0.6997162,0.00002673992,0.00001517612,0.000002942626,0.04975048,0.000002665722,0.000002455273,0.00255574,0.2475122,0.00004460314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831134,0.0005319023,0.000009808471,0.0675926,0.008641349,0.0002679259,1.250559e-7,0.000006115547,0.09181619],"genre_scores_gemma":[0.9888223,0.0002436808,0.0004860478,0.001188493,0.00276822,0.00003197386,4.541411e-7,0.000003692234,0.006455161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2266219,"threshold_uncertainty_score":0.8512167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237049182951008,"score_gpt":0.4065956101683622,"score_spread":0.3642251183388521,"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."}}