{"id":"W3188388321","doi":"10.1007/s11356-021-15421-0","title":"Role of financial development, environmental-related technologies, research and development, energy intensity, natural resource depletion, and temperature in sustainable environment in Canada","year":2021,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":163,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental degradation; Nexus (standard); Resource depletion; Sustainable development; Sustainability; Natural resource; Natural resource economics; Renewable energy; Environmental technology; Resource (disambiguation); Environmental economics; Energy intensity; Environmental resource management; Energy consumption; Business; Environmental science; Economics; Engineering; Ecology; Computer science","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":[0.001339835,0.0002687774,0.0006748797,0.002159055,0.00377916,0.003764933,0.001669044,0.0009370445,0.006039052],"category_scores_gemma":[0.006742093,0.0003693737,0.0009069822,0.004499826,0.001599568,0.001024456,0.00217453,0.002112416,0.0002081002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08690976,"about_ca_system_score_gemma":0.1644203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989273,"about_ca_topic_score_gemma":0.9994987,"domain_scores_codex":[0.9981798,0.0001783221,0.0001290327,0.0001514048,0.000499687,0.0008619],"domain_scores_gemma":[0.98875,0.001889792,0.001277038,0.0001559039,0.004172979,0.003754378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213952,0.0001102525,0.9500467,0.0001210868,0.0002554445,0.0003497215,0.001022778,0.004857317,0.0001915661,0.01675556,0.01209873,0.01396939],"study_design_scores_gemma":[0.0000608996,0.00003389357,0.9629375,0.0002373351,0.0004015757,0.00009080169,0.005842825,0.009808969,0.0003703386,0.002565643,0.01756821,0.00008193663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407053,0.005753737,0.0004393617,0.02086462,0.0001040441,0.00006107721,0.01000747,0.00006172378,0.02200272],"genre_scores_gemma":[0.9878342,0.001920513,0.0002314836,0.0004260455,0.0000183514,0.00001116613,0.001198389,0.00001093013,0.008348972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08690976,"threshold_uncertainty_score":0.6305773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539791731529486,"score_gpt":0.2091370804033609,"score_spread":0.193739163088066,"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."}}