{"id":"W2269884069","doi":"","title":"A Model of Authentic Learning Processes in Instructional Design","year":2012,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Instructional design; Mathematics education; Psychology; Multimedia","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":[0.003221582,0.0006536657,0.0002714549,0.001300079,0.001406855,0.004926289,0.001732842,0.002632505,0.01052394],"category_scores_gemma":[0.01361241,0.0005860757,0.0009891023,0.0008882348,0.003808706,0.007825442,0.002125519,0.00167684,0.001981285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937604,"about_ca_system_score_gemma":0.002809502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548647,"about_ca_topic_score_gemma":0.001351215,"domain_scores_codex":[0.995572,0.002733807,0.0002165898,0.0004534241,0.000810813,0.0002132919],"domain_scores_gemma":[0.9908731,0.005767528,0.0004173868,0.001421358,0.001169127,0.0003513727],"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":[0.00004254975,0.00008949845,0.0006329385,0.00008691099,0.000009752202,0.00009693735,0.003714266,0.008852864,0.0008044608,0.9577056,0.0007609929,0.02720337],"study_design_scores_gemma":[0.0001272911,0.0002305755,0.0008387927,0.0001944496,0.00004822973,0.0004157728,0.001876941,0.1506319,0.002735556,0.7958279,0.04702555,0.00004714574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0210512,0.0001789628,0.9068255,0.001472963,0.00006263725,0.0002230011,0.00007249858,0.0005081195,0.06960509],"genre_scores_gemma":[0.6725039,0.0001887109,0.3130474,0.0001923375,0.00002724335,0.0005906027,0.0001267811,0.0001255825,0.01319732],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01052394,"threshold_uncertainty_score":0.03520608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696523443855544,"score_gpt":0.3313277208385477,"score_spread":0.2643624863999923,"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."}}