{"id":"W7071626265","doi":"","title":"Statistical modelling and applications for sustainable-development goals","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Climate change; Sustainable development; Distributed lag; Stock (firearms); Non-renewable resource; Climate change mitigation; Causality (physics); Variable (mathematics)","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":[0.01019803,0.001397238,0.001273034,0.0039244,0.0007685561,0.003730214,0.001733323,0.002275539,0.01167245],"category_scores_gemma":[0.05031997,0.0007749164,0.002632406,0.005283346,0.001565764,0.002681871,0.002736118,0.003654149,0.003294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616359,"about_ca_system_score_gemma":0.002678879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007990186,"about_ca_topic_score_gemma":0.004609682,"domain_scores_codex":[0.9956834,0.002577896,0.0003505791,0.0004752432,0.0007646625,0.0001481287],"domain_scores_gemma":[0.9654695,0.02885225,0.001722279,0.001417139,0.002275164,0.000263672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008515354,0.0001158179,0.007469536,0.0008435558,0.0003278769,0.0003691061,0.0004975034,0.2395306,0.0005916332,0.5439957,0.02933511,0.1768384],"study_design_scores_gemma":[0.00002744167,0.00004231597,0.0012087,0.0002425793,0.00003240615,0.000110391,0.0001526376,0.533408,0.0002610106,0.4287772,0.03570079,0.0000364496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00279857,0.003064432,0.9803648,0.002832254,0.0003602928,0.0002088656,0.001415473,0.001678126,0.007277132],"genre_scores_gemma":[0.1733298,0.01025311,0.7956095,0.001197577,0.001470487,0.002835416,0.005064431,0.0009868919,0.009252669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01167245,"threshold_uncertainty_score":0.05393296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180843115400926,"score_gpt":0.2936990939683239,"score_spread":0.1756147824282313,"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."}}