{"id":"W2889410434","doi":"10.1002/9781119390299.ch1","title":"FROM SUSTAINABILITY CONSTRAINTS TO CREATIVE ACTION","year":2018,"lang":"en","type":"other","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability; Counterintuitive; Creativity; Intersection (aeronautics); Process (computing); Action (physics); Product (mathematics); Management science; Proposition; Process management; Product innovation; Computer science; Point (geometry); Order (exchange); New product development; Knowledge management; Engineering; Business; Marketing; Political science; Mathematics; Ecology; Epistemology; Transport engineering","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":[0.00233416,0.000679195,0.0003540264,0.001032442,0.003280924,0.01223975,0.001131762,0.002611127,0.01199248],"category_scores_gemma":[0.005284978,0.000323745,0.00048824,0.001139845,0.02014325,0.008066305,0.006665732,0.003456792,0.0009308632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240276,"about_ca_system_score_gemma":0.004403833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573344,"about_ca_topic_score_gemma":0.001607717,"domain_scores_codex":[0.9973003,0.001271005,0.0001104126,0.0003098865,0.0006913643,0.0003170097],"domain_scores_gemma":[0.9966261,0.00221049,0.0003749498,0.0003051232,0.0002282599,0.0002550425],"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":[0.000006740164,0.00001611511,0.0001467159,0.00007168237,0.000003693129,0.00006654982,0.002185244,0.0005610897,0.0000960113,0.9877341,0.001669415,0.007442576],"study_design_scores_gemma":[0.00001163787,0.000009386584,0.0003877311,0.000259131,0.00000395235,0.0001098808,0.003909425,0.0006948396,0.0003064208,0.8947408,0.09955624,0.00001055257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02838453,0.00834888,0.01820767,0.02116215,0.000380586,0.00004601704,0.00003305606,0.00005993042,0.9233772],"genre_scores_gemma":[0.9324995,0.01017508,0.008266637,0.002350337,0.0004220999,0.0001913195,0.00006242553,0.0001062083,0.04592633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01223975,"threshold_uncertainty_score":0.04011887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525812287358376,"score_gpt":0.4388715983527657,"score_spread":0.3862903696169281,"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."}}