{"id":"W3142170118","doi":"10.29173/iasl7544","title":"ECOLE","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); SOCRATES; Space (punctuation); Information and Communications Technology; Engineering management; Field (mathematics); Computer science; Knowledge management; Engineering; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757218,0.001340279,0.0008001492,0.002045586,0.00204536,0.006135559,0.001272205,0.001682794,0.3917405],"category_scores_gemma":[0.002976098,0.0003986391,0.000658555,0.001563727,0.0009425289,0.002630333,0.003649644,0.00206042,0.1537211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068592,"about_ca_system_score_gemma":0.004244676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555237,"about_ca_topic_score_gemma":0.01961689,"domain_scores_codex":[0.9979627,0.0003138508,0.00007311102,0.0004988837,0.0008286085,0.0003227963],"domain_scores_gemma":[0.9979815,0.0002340505,0.0001040174,0.0003007364,0.0007065072,0.0006731263],"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":[0.0002995555,0.0001581298,0.003126593,0.0004280304,0.00003687177,0.0003398133,0.000422987,0.0004953226,0.001747942,0.09584009,0.7201616,0.1769431],"study_design_scores_gemma":[0.00001403662,0.00002142171,0.0009671386,0.00005099715,0.000002771423,0.00008848299,0.00006580798,0.00009163253,0.0002490149,0.001588587,0.9968489,0.00001109179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007383047,0.006117213,0.01195666,0.01369848,0.004153321,0.0002938117,0.02585206,0.007488357,0.9230571],"genre_scores_gemma":[0.03491916,0.003673356,0.01374735,0.003719986,0.0008098363,0.0004864512,0.02068054,0.001983709,0.9199796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3917405,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155856212072481,"score_gpt":0.2675168534169111,"score_spread":0.2459582912961863,"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."}}