{"id":"W3156217764","doi":"10.21428/cb6ab371.bfada25d","title":"‘Partial functional redundancy’: An expression of household level resilience in response to climate risk","year":2021,"lang":"en","type":"article","venue":"CrimRxiv","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychological resilience; Climate risk; Vulnerability (computing); Resilience (materials science); Urban resilience; Corporate governance; Business; Adaptive capacity; Climate change; Unintended consequences; Environmental planning; Population; Natural resource economics; Environmental resource management; Geography; Economics; Ecology; Urban planning; Political science; Computer security; Environmental health; Computer science","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":[0.002213915,0.0003150964,0.0002505331,0.000722822,0.001450829,0.00183493,0.0008033376,0.0007131032,0.004552957],"category_scores_gemma":[0.00493292,0.0001774759,0.000302838,0.0005940438,0.00967848,0.003033024,0.005869672,0.0008874531,0.0001948159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142083,"about_ca_system_score_gemma":0.0007810749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640535,"about_ca_topic_score_gemma":0.00219267,"domain_scores_codex":[0.9982497,0.0009376806,0.00005616048,0.0002202476,0.0001892821,0.0003467764],"domain_scores_gemma":[0.9975083,0.0007654705,0.0004604836,0.0007940282,0.0001931573,0.0002786105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000182858,0.00006136898,0.03620252,0.0001868713,0.00009463877,0.001584946,0.07653491,0.006032054,0.008161135,0.8317856,0.002252498,0.03692072],"study_design_scores_gemma":[0.00002804867,0.0003444218,0.1023198,0.0002518849,0.00008216796,0.001624103,0.1130069,0.01118886,0.003023356,0.712732,0.05528115,0.0001173916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8030875,0.0002329673,0.05852746,0.005622614,0.00005018456,0.00007815991,0.0001677077,0.0001144674,0.132119],"genre_scores_gemma":[0.9978374,0.00002434676,0.001359795,0.00006455504,0.000004323368,0.00001498184,0.00001507314,0.000006161627,0.0006734665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004552957,"threshold_uncertainty_score":0.01523119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795946570129103,"score_gpt":0.2573383764500025,"score_spread":0.1993789107487114,"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."}}