{"id":"W4286620672","doi":"10.5465/ambpp.2022.15326abstract","title":"Organizing in the Era of the Anthropocene: The Role of Human Agency in Building Resilient SESs","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Anthropocene; Agency (philosophy); Scope (computer science); Human systems engineering; Resilience (materials science); Environmental ethics; Sustainability; Psychological resilience; Environmental resource management; Conceptual framework; Earth system science; Sociology; Political science; Environmental planning; Geography; Ecology; Social science; Computer science; Environmental science; Psychology","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":[0.003945548,0.0002528368,0.0002404913,0.001234452,0.004104743,0.005710787,0.0006274765,0.001092149,0.002890764],"category_scores_gemma":[0.004661654,0.0001808623,0.0002584792,0.0007770931,0.02142712,0.006084892,0.005995011,0.001362638,0.0001812644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328459,"about_ca_system_score_gemma":0.002756085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299256,"about_ca_topic_score_gemma":0.005019161,"domain_scores_codex":[0.9985085,0.0008807214,0.00003583912,0.0001604799,0.0001252194,0.0002892078],"domain_scores_gemma":[0.9969529,0.001239282,0.0004898416,0.0004244759,0.0001746316,0.0007189027],"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":[0.00003769772,0.00005885058,0.009511418,0.0001019446,0.00003197659,0.0004587571,0.03437007,0.002862082,0.0005411865,0.9143253,0.002185062,0.0355156],"study_design_scores_gemma":[0.00001672895,0.00009708776,0.01449965,0.0002999505,0.00002742908,0.0003361992,0.05761346,0.002842904,0.0004012285,0.8257638,0.09806088,0.00004075887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5685989,0.006179321,0.05101511,0.05325471,0.0002954337,0.0001102766,0.00007264559,0.00007432736,0.3203991],"genre_scores_gemma":[0.9957378,0.0007244042,0.002214695,0.0002399894,0.00002934082,0.00001588754,0.000008335928,0.000005914222,0.001023727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005710787,"threshold_uncertainty_score":0.02086627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407906793387477,"score_gpt":0.3760589084642457,"score_spread":0.301979840530371,"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."}}