{"id":"W1857824533","doi":"10.5751/es-01384-100204","title":"Learning More Effectively from Experience","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian National University","keywords":"Experiential learning; Systems thinking; Knowledge management; Psychology; Adaptive management; Adaptation (eye); Relation (database); Perspective (graphical); Management science; Computer science; Environmental resource management; Engineering","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":[0.003340577,0.0006477738,0.0004698296,0.0008817225,0.001506871,0.008641531,0.001203423,0.001829131,0.01661841],"category_scores_gemma":[0.009144758,0.0002607798,0.0007172583,0.0005273238,0.005853498,0.01106836,0.01018701,0.003122924,0.004426096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101266,"about_ca_system_score_gemma":0.002203218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262709,"about_ca_topic_score_gemma":0.0009265313,"domain_scores_codex":[0.9970936,0.001352725,0.0001245083,0.0004423738,0.00065781,0.0003291006],"domain_scores_gemma":[0.99583,0.00169387,0.0002244109,0.0009438209,0.0004370254,0.0008709828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009637667,0.0005486443,0.005088166,0.001232387,0.00009683474,0.00119372,0.09529006,0.002196488,0.006455027,0.3346559,0.04493874,0.5082076],"study_design_scores_gemma":[0.0000506635,0.0003681982,0.003257214,0.0009355366,0.00005993899,0.00117093,0.02756617,0.001331119,0.002078576,0.339184,0.6239152,0.00008244134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1140497,0.00457276,0.1639745,0.03049918,0.001164489,0.0004667708,0.0001982,0.0008047314,0.6842697],"genre_scores_gemma":[0.7639629,0.008978289,0.1200888,0.01129238,0.0007589343,0.0007306293,0.0005080452,0.0003941426,0.09328598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01661841,"threshold_uncertainty_score":0.05559409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186813606616773,"score_gpt":0.3528986319226634,"score_spread":0.334217271260986,"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."}}