{"id":"W2152559199","doi":"10.2304/elea.2011.8.4.315","title":"A Learning, Research and Development Framework to Design for a ‘Holistic’ Learning Experience","year":2011,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Learning sciences; Feeling; Learning design; Psychology; Knowledge management; Experiential learning; Action learning; Computer science; Mathematics education; Cooperative learning; Teaching method; Social psychology","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":[0.03874902,0.002280548,0.0009045213,0.004801137,0.005197703,0.01307308,0.004674032,0.004651389,0.006090668],"category_scores_gemma":[0.01960388,0.001212715,0.002054798,0.002791024,0.0210358,0.009611753,0.008449865,0.004638236,0.001999498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006192,"about_ca_system_score_gemma":0.01939022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007593433,"about_ca_topic_score_gemma":0.009860512,"domain_scores_codex":[0.9710462,0.02224167,0.001626506,0.001665663,0.002622178,0.0007977897],"domain_scores_gemma":[0.984616,0.009785717,0.0006952417,0.001448104,0.002023406,0.001431595],"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":[0.00003901278,0.0002203107,0.0007301352,0.001631017,0.00004758383,0.0005301523,0.03077903,0.005789265,0.00156083,0.883241,0.004965208,0.07046654],"study_design_scores_gemma":[0.0001740763,0.0003777862,0.0007525947,0.002688153,0.0001072272,0.0009301293,0.02263816,0.01956496,0.002233555,0.563131,0.3872884,0.0001138717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003383334,0.00123851,0.953783,0.008095838,0.000192206,0.002094512,0.0001095457,0.0003743499,0.03072878],"genre_scores_gemma":[0.03082506,0.0005431861,0.9631764,0.0004030248,0.00002116187,0.002195058,0.0000891889,0.00005172639,0.002695157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03874902,"threshold_uncertainty_score":0.2049268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131575092018504,"score_gpt":0.3770090738771798,"score_spread":0.1638515646753294,"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."}}