{"id":"W7052268996","doi":"","title":"Resilience and Social-Ecological Systems:
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\\nCanada","year":2009,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tasmania; Commonwealth Scientific and Industrial Research Organisation; ACT Government","keywords":"Sustainability; Biosphere; Government (linguistics); Corporate governance; Scope (computer science); Resilience (materials science); Civil society; Process (computing); Conceptual framework; Psychological resilience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001412517,0.0001253918,0.00009330897,0.0009518923,0.001490055,0.002094659,0.0004426734,0.0003922484,0.002393356],"category_scores_gemma":[0.001944724,0.0001164431,0.0001236752,0.001270312,0.003606465,0.00194921,0.002523675,0.0008258991,0.0001319292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005770382,"about_ca_system_score_gemma":0.005066503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1183448,"about_ca_topic_score_gemma":0.180979,"domain_scores_codex":[0.9995338,0.0001842374,0.00001362858,0.00005985748,0.00008834802,0.0001202522],"domain_scores_gemma":[0.9993048,0.0002274666,0.0001619966,0.00005348101,0.00009664334,0.0001556075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003197956,0.00008019965,0.05631775,0.0002629017,0.00002762938,0.000558866,0.05153983,0.003642643,0.0004342057,0.7105215,0.02548132,0.1511011],"study_design_scores_gemma":[0.000007480482,0.00006961922,0.413308,0.001511712,0.00001798874,0.0003478031,0.05354663,0.006817387,0.0005967636,0.1492923,0.3744181,0.00006609002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323656,0.01781997,0.00793071,0.07275949,0.0002549501,0.0001420133,0.0005666412,0.00005479111,0.2681058],"genre_scores_gemma":[0.9816031,0.003659214,0.001288784,0.0004796172,0.00002422936,0.00004068481,0.00008787677,0.000007427975,0.01280909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8816552,"threshold_uncertainty_score":0.235312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304449678058105,"score_gpt":0.3571001767017173,"score_spread":0.3266552088959068,"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."}}