{"id":"W4242935599","doi":"10.1093/oso/9780198852308.001.0001","title":"From Ideas to Action","year":2020,"lang":"en","type":"book","venue":"","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Action (physics); Computer science; Physics","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":[0.005824119,0.001030695,0.000574972,0.001085039,0.002956656,0.01233913,0.001724106,0.005209037,0.02028676],"category_scores_gemma":[0.01020264,0.0003134745,0.000488803,0.0008192214,0.0203755,0.01368989,0.005360613,0.009833226,0.006384638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007122656,"about_ca_system_score_gemma":0.005293731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857285,"about_ca_topic_score_gemma":0.002068928,"domain_scores_codex":[0.9943005,0.003469567,0.0001314796,0.0004955676,0.00121995,0.0003830338],"domain_scores_gemma":[0.9954347,0.00282145,0.0002139708,0.0003414555,0.0007557777,0.0004325888],"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":[0.000004776114,0.00001203284,0.0000329606,0.00004680671,0.000002312194,0.00003843281,0.001182757,0.0002126137,0.00002825718,0.9230005,0.06713706,0.008301551],"study_design_scores_gemma":[0.000004117991,0.000006442595,0.00003088461,0.0002532888,0.000001273511,0.00003188445,0.00125025,0.0002700518,0.00004321736,0.4200413,0.5780619,0.000005386286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001791042,0.01469519,0.02286117,0.3893309,0.009727084,0.00008035462,0.0001411581,0.0001728664,0.5612001],"genre_scores_gemma":[0.2140632,0.02770975,0.02753462,0.1082613,0.006858522,0.0005582054,0.0002987183,0.000465025,0.6142507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02028676,"threshold_uncertainty_score":0.06786603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183507614868127,"score_gpt":0.2339975065573535,"score_spread":0.1821624304086722,"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."}}