{"id":"W2002527682","doi":"10.1126/science.1211886","title":"Preparing to Manage Climate Change Financing","year":2011,"lang":"en","type":"article","venue":"Science","topic":"International Development and Aid","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Business; Climate Finance; Finance; Natural resource economics; Environmental science; Environmental planning; Environmental resource management; Economics; Geology; Oceanography","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":[0.01104327,0.0004793192,0.0002672001,0.001190414,0.003918879,0.01127412,0.001681614,0.009529608,0.01512475],"category_scores_gemma":[0.03809715,0.0003245853,0.0003223603,0.001157881,0.002056937,0.009642814,0.003658735,0.01003053,0.003276566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451253,"about_ca_system_score_gemma":0.03515322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00787541,"about_ca_topic_score_gemma":0.01224296,"domain_scores_codex":[0.9962069,0.001132667,0.0001187934,0.0002095437,0.0007681614,0.001564034],"domain_scores_gemma":[0.9836375,0.003229687,0.001470227,0.0007593667,0.004189922,0.006713382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003663286,0.0002994509,0.007361322,0.0002221921,0.00003943303,0.00049503,0.002199429,0.006559032,0.001740764,0.3281842,0.5249228,0.1279397],"study_design_scores_gemma":[0.00007426109,0.0001168893,0.005744163,0.0005931015,0.00001780622,0.0001540582,0.006080551,0.003913333,0.00141283,0.2113324,0.7704661,0.00009443926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02785278,0.002998616,0.02003682,0.8192194,0.004715522,0.0004804844,0.0002422602,0.000440677,0.1240135],"genre_scores_gemma":[0.6511646,0.01192828,0.08016355,0.1358181,0.006827918,0.001480373,0.001018697,0.0004294818,0.111169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01512475,"threshold_uncertainty_score":0.05840307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07955757296328365,"score_gpt":0.3280067755004351,"score_spread":0.2484492025371514,"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."}}