{"id":"W3208942855","doi":"","title":"Tradeoffs between Costly Capacity Investment and Risk of Regime Shift","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural resource economics; Investment (military); Economics; Consumption (sociology); Climate change; Natural resource; Fossil fuel; Control (management); Global warming; Ecology","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":[0.005704371,0.0007338543,0.0008939664,0.0004974019,0.0006746919,0.003548047,0.001255901,0.003072881,0.00591103],"category_scores_gemma":[0.02819287,0.0007133843,0.0008602476,0.0003365494,0.002058941,0.003891812,0.001758589,0.003438311,0.0003505285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967324,"about_ca_system_score_gemma":0.0006808476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007770424,"about_ca_topic_score_gemma":0.0007959628,"domain_scores_codex":[0.998288,0.0006234189,0.00007162515,0.0003201013,0.0002067867,0.0004899664],"domain_scores_gemma":[0.982277,0.01158446,0.003449178,0.001193697,0.0003353976,0.001160291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001067302,0.0002690616,0.01327059,0.0003820364,0.0003704282,0.00105809,0.0005241174,0.2962816,0.008672607,0.6326617,0.003320983,0.04212142],"study_design_scores_gemma":[0.0001823574,0.0006860105,0.01822951,0.0001802305,0.0002284778,0.0008015053,0.0005592269,0.2121282,0.001956558,0.759476,0.005417126,0.0001547641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7494363,0.003558169,0.1587872,0.01252656,0.0002650316,0.0001717631,0.0006385896,0.0003485152,0.07426779],"genre_scores_gemma":[0.995827,0.0004315279,0.001871421,0.0001677388,0.00006463403,0.00002920032,0.00002888838,0.00001426342,0.001565337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00591103,"threshold_uncertainty_score":0.030168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08132143341368986,"score_gpt":0.2280425438657434,"score_spread":0.1467211104520536,"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."}}