{"id":"W4367017400","doi":"10.1049/icp.2023.0313","title":"Green innovation for sustainable development","year":2023,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Sustainable development; Business; Computer science; Political science","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":[0.002022763,0.0004520165,0.0003655465,0.0009115166,0.00220854,0.005782636,0.0004867043,0.003653007,0.01573156],"category_scores_gemma":[0.002510823,0.0001212699,0.0005108319,0.001001402,0.00505567,0.004060857,0.004391161,0.003094684,0.00286363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029002,"about_ca_system_score_gemma":0.006207978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962235,"about_ca_topic_score_gemma":0.003219014,"domain_scores_codex":[0.9978983,0.0006329358,0.00005596191,0.0002294495,0.000856307,0.0003271109],"domain_scores_gemma":[0.9984034,0.0006873327,0.000160765,0.0002412927,0.0002836631,0.0002236233],"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":[0.00001157893,0.00002735087,0.0002668496,0.0002093434,0.000009531656,0.00008023862,0.0005631914,0.0005545665,0.0006105516,0.9189111,0.02217197,0.0565838],"study_design_scores_gemma":[0.000005387914,0.00004374672,0.0005140937,0.00041842,0.000006137917,0.0001189818,0.0007317793,0.0005693028,0.001021053,0.4846385,0.5119142,0.00001849158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0144941,0.03391757,0.0238506,0.1322868,0.003098223,0.0001183186,0.0001335781,0.000287925,0.7918128],"genre_scores_gemma":[0.6918,0.04822398,0.02482595,0.02508943,0.001566003,0.0002637701,0.0001262869,0.0002085265,0.2078961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01573156,"threshold_uncertainty_score":0.05262738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654317108748826,"score_gpt":0.2487122007548983,"score_spread":0.22216902966741,"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."}}