{"id":"W3149943455","doi":"","title":"Design Models as Emergent Features: An Empirical Study in Communication and Shared Mental Models in Instructional.","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instructional design; Computer science; Empirical research; Knowledge management; Process (computing); Mental model; Psychology; Feature (linguistics); Process management; Multimedia; Engineering; Cognitive science","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":[0.03347554,0.0004675013,0.0005726058,0.001845457,0.003328305,0.00590645,0.002106751,0.002249005,0.001591414],"category_scores_gemma":[0.1564608,0.0007639636,0.0003787038,0.001493115,0.009254988,0.009107231,0.004421406,0.004684123,0.0002367172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690002,"about_ca_system_score_gemma":0.003226357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533427,"about_ca_topic_score_gemma":0.002066755,"domain_scores_codex":[0.9655296,0.02725198,0.001040178,0.001259567,0.003995188,0.0009234139],"domain_scores_gemma":[0.7227618,0.247203,0.01343085,0.008095126,0.006507579,0.002001551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001250424,0.001308817,0.05398138,0.0003481189,0.00002597871,0.0008705478,0.8718646,0.0008572344,0.001092901,0.029638,0.0004777119,0.03940981],"study_design_scores_gemma":[0.0001547721,0.001228967,0.03629625,0.0007290146,0.00006833593,0.002101083,0.8858336,0.02051463,0.002885303,0.03430569,0.01578732,0.00009507885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980309,0.0001216867,0.0145968,0.0005310042,0.00001068687,0.0002081528,0.00001346358,0.00001258958,0.004196605],"genre_scores_gemma":[0.9944822,0.00008833253,0.004848688,0.00007773241,0.000004187009,0.000154228,0.00001568754,0.000009916866,0.0003191755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03347554,"threshold_uncertainty_score":0.1770377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06085455575557219,"score_gpt":0.377359956840069,"score_spread":0.3165054010844968,"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."}}