{"id":"W4250147232","doi":"10.12987/yale/9780300175264.001.0001","title":"From Precaution to Profit","year":2013,"lang":"en","type":"book","venue":"Yale University Press eBooks","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.001249575,0.0008041959,0.000468387,0.000966117,0.002646932,0.006256108,0.001021332,0.002967581,0.02686658],"category_scores_gemma":[0.00521138,0.0002624857,0.0003202622,0.0007801281,0.01048969,0.006638125,0.003108239,0.008006698,0.01212919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004891056,"about_ca_system_score_gemma":0.003800584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559015,"about_ca_topic_score_gemma":0.006052104,"domain_scores_codex":[0.9979686,0.0005064886,0.0000595144,0.0002983893,0.001018209,0.0001487259],"domain_scores_gemma":[0.9986009,0.000583587,0.00007280344,0.0002825719,0.0003779373,0.0000821461],"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":[0.000003752778,0.000006233445,0.00002754425,0.00003408018,0.000002086846,0.00002460713,0.0004650381,0.0001247597,0.00005726247,0.9110672,0.07411728,0.01407011],"study_design_scores_gemma":[0.00000317404,0.000005099992,0.00004284966,0.0001954714,0.000001879257,0.00004260745,0.0001927129,0.0001021,0.0001064295,0.3270232,0.6722794,0.000004938963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005580835,0.01318418,0.003689347,0.02758088,0.002019284,0.00003258861,0.0000557379,0.00007719129,0.9528028],"genre_scores_gemma":[0.06805119,0.01185545,0.002863389,0.01933467,0.00196512,0.0001248575,0.0001006978,0.0002906411,0.895414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02686658,"threshold_uncertainty_score":0.08987767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969821325489156,"score_gpt":0.1786546146687516,"score_spread":0.15895640141386,"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."}}