{"id":"W6922721215","doi":"10.13140/rg.2.2.21782.93761","title":"Eight years of carbon dioxide concentrations and emissions in Toronto","year":2023,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Air pollution; Sulfur dioxide; Carbon dioxide in Earth's atmosphere; Air pollutants","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":[0.0001942396,0.0002307957,0.0002188405,0.0008215244,0.001336202,0.0009991941,0.0004079258,0.0006431941,0.002746653],"category_scores_gemma":[0.0006886917,0.0001971608,0.0002612152,0.001885789,0.0004656048,0.0004972005,0.001037048,0.0006758055,0.0003819739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009681433,"about_ca_system_score_gemma":0.005243568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362694,"about_ca_topic_score_gemma":0.9738088,"domain_scores_codex":[0.9998075,0.00001584393,0.00001101622,0.0000313988,0.00005224882,0.00008210775],"domain_scores_gemma":[0.9993203,0.00006080949,0.0001028023,0.00001528733,0.0002628979,0.0002379029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004233376,0.00006999451,0.9710912,0.000111723,0.0001319409,0.0009965189,0.008533467,0.0006212348,0.001677544,0.0005477637,0.005221231,0.01057401],"study_design_scores_gemma":[0.000001398587,0.00001663238,0.9939103,0.00001139566,0.00001303173,0.00003778697,0.003076819,0.0001082584,0.0001127636,0.00001846688,0.002685133,0.000007986356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867589,0.000937266,0.0001066306,0.0008404235,0.00003464357,0.000009949281,0.005672318,0.00001581745,0.005623991],"genre_scores_gemma":[0.9927505,0.0004187467,0.00006214641,0.00006876122,0.00001772677,0.000005274114,0.001689047,0.000003402056,0.004984397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0637306,"threshold_uncertainty_score":0.1282118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296907051096559,"score_gpt":0.2546339369310205,"score_spread":0.241664866420055,"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."}}