{"id":"W2771514902","doi":"10.1080/09613218.2017.1408265","title":"Decoupling climate-policy objectives and mechanisms to reduce fragmentation","year":2017,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"BC Hydro; Pacific Institute for Climate Solutions","keywords":"Decoupling (probability); Context (archaeology); Work (physics); Policy analysis; Environmental economics; Business; Process (computing); Climate change mitigation; Risk analysis (engineering); Built environment; Climate change; Environmental resource management; Computer science; Economics; Engineering; Political science; Public administration; Civil engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001433516,0.0001197078,0.0001112226,0.0006229267,0.001001815,0.001087948,0.0002647698,0.00006820288,0.000009421356],"category_scores_gemma":[0.0006456576,0.0001262212,0.00002189049,0.0002057508,0.00004236434,0.002063568,0.0001893107,0.0002169536,0.00004045577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958816,"about_ca_system_score_gemma":0.00007791084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131981,"about_ca_topic_score_gemma":0.000003583399,"domain_scores_codex":[0.9986798,0.00002605934,0.0002280055,0.0001254352,0.0004268053,0.0005138652],"domain_scores_gemma":[0.9991881,0.00009138159,0.00005229774,0.0003157937,0.0002014968,0.000150966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001376825,0.00003674544,0.001388216,0.001076598,0.00009303651,0.000009473091,0.00743412,0.09054078,0.1483119,0.330019,0.002734266,0.4182182],"study_design_scores_gemma":[0.002624081,0.000557141,0.07776527,0.0009979638,0.00002760383,0.00003423664,0.01598838,0.4545372,0.3677626,0.06598995,0.01236508,0.001350536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8503786,0.00003434802,0.1430625,0.0003898344,0.0001922031,0.0006294118,0.000006651616,0.0002186165,0.005087858],"genre_scores_gemma":[0.9865444,0.0001257059,0.01302058,0.00003654697,0.0001046639,0.0001156602,0.000007780082,0.00001717208,0.00002745408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168676,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088517071619823,"score_gpt":0.3797760235304759,"score_spread":0.3488908528142777,"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."}}