{"id":"W2601776309","doi":"","title":"How Constructivist Is That? Three Mental Models Shaping Learning Designs in Enterprise Systems","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Mental model; Knowledge management; Process management; Psychology; Mathematics education; Cognitive psychology; Cognitive science; Business","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":[0.01966436,0.001017415,0.0005174485,0.003256159,0.003431988,0.01895273,0.002609131,0.003524353,0.005098394],"category_scores_gemma":[0.04922007,0.001174804,0.001726675,0.001403291,0.03017646,0.01958065,0.006366587,0.005140162,0.0006812162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007582036,"about_ca_system_score_gemma":0.005724498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105288,"about_ca_topic_score_gemma":0.002674665,"domain_scores_codex":[0.9760126,0.01671444,0.0006593858,0.00156542,0.003653543,0.001394669],"domain_scores_gemma":[0.9512939,0.03179502,0.003631673,0.007046274,0.004327398,0.001905741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001148344,0.0001337259,0.007305311,0.0001858596,0.0001080062,0.0001030003,0.08862948,0.003951904,0.001266917,0.8795588,0.0009308925,0.01771146],"study_design_scores_gemma":[0.00009185394,0.000143721,0.003669064,0.0002475879,0.000116605,0.0001825605,0.0546962,0.02802198,0.002125159,0.8965364,0.01405735,0.0001115559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4809943,0.0003069403,0.3840945,0.01794222,0.0001077488,0.0003780692,0.0001230106,0.0004117914,0.1156414],"genre_scores_gemma":[0.9767373,0.00004790202,0.02166558,0.000202754,0.000009774634,0.0001082416,0.00004333236,0.00007658605,0.001108448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966436,"threshold_uncertainty_score":0.1039963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3830640803072547,"score_gpt":0.3794714891994642,"score_spread":0.003592591107790533,"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."}}