{"id":"W7061527913","doi":"","title":"Renewal and Resilience: the role of social innovation in building\\ninstitutional resilience","year":2009,"lang":"en","type":"article","venue":"Bioline International (Bioline International)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resilience (materials science); Novelty; Set (abstract data type); Psychological resilience; Adaptation (eye); Function (biology); Adaptive capacity; Alliance; Social system","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":[0.007017947,0.0005989082,0.0004833196,0.002877805,0.006812995,0.01134504,0.001296342,0.003546608,0.004581304],"category_scores_gemma":[0.005730208,0.0003110995,0.0007408172,0.00183157,0.0490075,0.01435205,0.01062605,0.003027912,0.0005416911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005307999,"about_ca_system_score_gemma":0.006342272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834977,"about_ca_topic_score_gemma":0.003296957,"domain_scores_codex":[0.9955863,0.002739071,0.00008937645,0.0003951851,0.0004410219,0.0007490975],"domain_scores_gemma":[0.9922333,0.004797902,0.0008645852,0.0006290204,0.0004597487,0.001015446],"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":[0.00001077311,0.00002570476,0.0008780903,0.00008019401,0.000008685221,0.0001426128,0.008123061,0.0008779889,0.0000951544,0.9747209,0.001762209,0.01327458],"study_design_scores_gemma":[0.00001446522,0.00005400949,0.001358833,0.0003238953,0.00001072661,0.0001669468,0.007736141,0.001694472,0.0001738066,0.9331061,0.05533408,0.00002647266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08696344,0.02598633,0.06202166,0.1297259,0.0009798646,0.000261118,0.0001003707,0.0002007709,0.6937605],"genre_scores_gemma":[0.9694813,0.01036848,0.007460054,0.002638641,0.0004674541,0.0001812608,0.00002226986,0.00002962684,0.009350898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01134504,"threshold_uncertainty_score":0.03851241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00791011700716486,"score_gpt":0.2952304812806732,"score_spread":0.2873203642735083,"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."}}