{"id":"W3127742672","doi":"10.3386/w28442","title":"Solar Geoengineering, Learning, and Experimentation","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geoengineering; Environmental science; Computer science; Climate change; Biology; 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":[0.002393107,0.0005550705,0.0006421241,0.0004349442,0.0007062807,0.002778386,0.0008470648,0.001996242,0.007060706],"category_scores_gemma":[0.01838812,0.0003646076,0.00061988,0.0007381992,0.003785502,0.004523471,0.002349373,0.00182163,0.0002987216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341199,"about_ca_system_score_gemma":0.001769644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005428392,"about_ca_topic_score_gemma":0.004457711,"domain_scores_codex":[0.9982468,0.0009383138,0.00005187782,0.0002419373,0.0002511473,0.0002700203],"domain_scores_gemma":[0.9882734,0.008813219,0.001329836,0.0008134289,0.0003245235,0.0004455308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001637403,0.0002021246,0.004503979,0.0001207628,0.00006332099,0.00009317735,0.000182651,0.6165358,0.00103991,0.3496912,0.001613679,0.02578966],"study_design_scores_gemma":[0.0001176524,0.0002820766,0.002939427,0.000074585,0.00003593484,0.00004438376,0.00025408,0.4278618,0.001177586,0.5617712,0.005399119,0.00004215665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5103517,0.002049732,0.3057485,0.01374555,0.0001625066,0.000262364,0.0005994136,0.0005807824,0.1664996],"genre_scores_gemma":[0.9889824,0.0004171624,0.00776023,0.0001975055,0.00002237417,0.00007749903,0.00004342867,0.00002003407,0.002479353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007060706,"threshold_uncertainty_score":0.02362043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2809195137401174,"score_gpt":0.4947045376571149,"score_spread":0.2137850239169974,"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."}}