{"id":"W4292003168","doi":"","title":"How to use an Instructional Engineering Method and a Modelling Tool","year":2005,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Computer science; Systems engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005502181,0.001458147,0.0008582515,0.002354471,0.0007122132,0.004843932,0.002111327,0.002639534,0.01572434],"category_scores_gemma":[0.02507387,0.0009345631,0.00156007,0.0009020263,0.001131896,0.007988123,0.002817816,0.002753283,0.006276802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441257,"about_ca_system_score_gemma":0.002203105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009004964,"about_ca_topic_score_gemma":0.0009627283,"domain_scores_codex":[0.9959552,0.001478701,0.0003860746,0.0005308147,0.001523775,0.0001254281],"domain_scores_gemma":[0.985552,0.008089805,0.0005481999,0.003363272,0.002029137,0.0004177423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001955071,0.0007652874,0.002156305,0.001095363,0.00009886261,0.0004388481,0.003276152,0.0218297,0.02807269,0.1231324,0.01187157,0.8070672],"study_design_scores_gemma":[0.0003608733,0.0004198437,0.002263711,0.001528953,0.0002588835,0.001570281,0.001976002,0.3535812,0.06388557,0.2366327,0.3372139,0.0003080963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001743688,0.00002804605,0.992273,0.0003626946,0.00004967459,0.0001606837,0.00004809065,0.001378644,0.003955486],"genre_scores_gemma":[0.01918929,0.00006671299,0.9770935,0.00007499927,0.00001288382,0.0003265724,0.0001074053,0.0003280197,0.00280059],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01572434,"threshold_uncertainty_score":0.05260313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894180780810347,"score_gpt":0.2813460324435361,"score_spread":0.2524042246354327,"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."}}