{"id":"W4242301129","doi":"10.12681/icodl2015.66","title":"Ευρωπαϊκό ή Αμερικανικό στυλ ΜΥ για την εξΑΜ; Η περίπτωση του ευρωπαϊκού μαθησιακού υλικού του Ελληνικού Ανοικτού Πανεπιστημίου","year":2015,"lang":"el","type":"article","venue":"Διεθνές Συνέδριο για την Ανοικτή & εξ Αποστάσεως Εκπαίδευση","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.009265974,0.005888798,0.005498563,0.003488933,0.003254949,0.005786611,0.01357174,0.002900137,0.002638938],"category_scores_gemma":[0.002781288,0.006152939,0.002924477,0.007528855,0.002829193,0.004343669,0.009617238,0.006289434,0.03756519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003235548,"about_ca_system_score_gemma":0.003722257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556618,"about_ca_topic_score_gemma":0.001905015,"domain_scores_codex":[0.9645862,0.003477899,0.006064295,0.009042447,0.007805942,0.009023216],"domain_scores_gemma":[0.9746629,0.001453263,0.00334269,0.01091532,0.00367906,0.005946779],"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":[0.001615596,0.007462636,0.01007975,0.002240377,0.002711787,0.004345858,0.02172572,0.01025221,0.001140054,0.0711192,0.6734442,0.1938626],"study_design_scores_gemma":[0.01294634,0.004039735,0.007259754,0.002406938,0.001616178,0.0007603044,0.005890591,0.07282458,0.001928096,0.007065667,0.873674,0.009587814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07402651,0.04694604,0.1786662,0.0448861,0.05991947,0.01207673,0.0009187699,0.01252241,0.5700378],"genre_scores_gemma":[0.7334146,0.00184268,0.02826525,0.006641265,0.009667127,0.0009930368,0.0005013761,0.001675407,0.2169993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6593881,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07007669529579122,"score_gpt":0.2754502032083009,"score_spread":0.2053735079125097,"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."}}