{"id":"W2206328996","doi":"","title":"Supporting the design of socio constructivist scenarios with ExploraGraph","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Knowledge management; Sociology; Epistemology; Engineering ethics; 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":[0.005533438,0.001278567,0.0005449301,0.001564282,0.00175616,0.006720379,0.002016795,0.001945361,0.009398728],"category_scores_gemma":[0.01465921,0.000917203,0.001338311,0.0007635971,0.002748716,0.006590883,0.00848124,0.001593339,0.001092578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174276,"about_ca_system_score_gemma":0.00182044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000804583,"about_ca_topic_score_gemma":0.002295045,"domain_scores_codex":[0.9929253,0.00537411,0.0002643566,0.0004015286,0.0007379067,0.0002969261],"domain_scores_gemma":[0.9892062,0.008121539,0.0004092824,0.001501157,0.0004324473,0.0003293984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000622907,0.0007728983,0.007732294,0.00115984,0.0002166702,0.001899342,0.04164501,0.09487145,0.01853559,0.6956892,0.005475712,0.1313791],"study_design_scores_gemma":[0.0002620435,0.0003050828,0.00145541,0.0005594278,0.0001140461,0.0006209913,0.01580034,0.4152823,0.01754322,0.4355184,0.112408,0.0001307403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.063741,0.00008640246,0.90442,0.001058043,0.0000350109,0.0007090635,0.0003820204,0.001532052,0.02803647],"genre_scores_gemma":[0.4648857,0.0001229124,0.5302876,0.0001355413,0.00001064521,0.001107197,0.0007497536,0.0002635678,0.002437113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009398728,"threshold_uncertainty_score":0.03144187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610492980271451,"score_gpt":0.271086419385862,"score_spread":0.2349814895831475,"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."}}