{"id":"W7007029425","doi":"","title":"Навчальний процес у масовому відкритому дистаційному курсі","year":2013,"lang":"en","type":"article","venue":"eNTUKhPIIR Repository (Kharkiv Polytechnic Institute)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Work (physics); Task (project management); Identification (biology); Distance 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004558111,0.0005467394,0.0004701085,0.0004529995,0.001054248,0.001211892,0.002698851,0.0003177764,0.0004444479],"category_scores_gemma":[0.0001000305,0.0005373015,0.0002791188,0.001043121,0.0002769508,0.003570372,0.000801708,0.0009099545,0.00352813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723111,"about_ca_system_score_gemma":0.0005342134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008612666,"about_ca_topic_score_gemma":0.00001282439,"domain_scores_codex":[0.9959671,0.0002089656,0.000867818,0.001154755,0.0008074121,0.000993929],"domain_scores_gemma":[0.9969028,0.00007610813,0.0003995206,0.001824979,0.0002771494,0.0005194783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004124173,0.001724026,0.007343113,0.000230095,0.0003524189,0.0004204163,0.005937728,0.0009939286,0.1033738,0.5883538,0.2146294,0.07660007],"study_design_scores_gemma":[0.00164065,0.0004245976,0.02285806,0.0003352911,0.00007168164,0.001215689,0.001900478,0.01352862,0.05644388,0.001693589,0.8972703,0.002617136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1879399,0.00102759,0.08897811,0.00539482,0.0216612,0.002540345,0.00000301559,0.004863914,0.6875911],"genre_scores_gemma":[0.9566664,0.00005787108,0.01017571,0.001039041,0.0007313628,0.0003436957,0.00001645005,0.00005583632,0.03091361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7687265,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009750517435371435,"score_gpt":0.2331660465817401,"score_spread":0.2234155291463687,"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."}}