{"id":"W4240564821","doi":"10.31224/osf.io/g4qz5","title":"Estimating the global warming emissions of the LCAXVII conference: connecting flights matter.","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Carbon footprint; Environmental science; Greenhouse gas; Global warming; Life-cycle assessment; Footprint; Climate change; Meteorology; Geography; Ecology; Production (economics); Economics","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":[0.002250758,0.001061213,0.0002958869,0.002094731,0.0004075721,0.001275177,0.0007203395,0.0008174431,0.00294029],"category_scores_gemma":[0.005338919,0.0002386325,0.0008041649,0.002667522,0.0002672547,0.001820823,0.0006908544,0.0005003156,0.0007255172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009477395,"about_ca_system_score_gemma":0.0005910638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178093,"about_ca_topic_score_gemma":0.01539329,"domain_scores_codex":[0.9990552,0.0003491177,0.00004047476,0.0001548976,0.0003068731,0.00009336653],"domain_scores_gemma":[0.9982134,0.0008181949,0.000322419,0.0001468896,0.0003847176,0.000114436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007151733,0.0003602312,0.6369573,0.001770855,0.001057379,0.0005684509,0.000732732,0.1886493,0.008588118,0.006322488,0.01022606,0.1440518],"study_design_scores_gemma":[0.00005390327,0.0009438669,0.7507942,0.0002859135,0.0006339987,0.000466178,0.005318779,0.1728289,0.01945317,0.01357097,0.03542607,0.0002239075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002665,0.004431057,0.04809738,0.001167876,0.000425466,0.0004449384,0.0154741,0.000463436,0.02922918],"genre_scores_gemma":[0.9519471,0.001478904,0.03167412,0.00007380937,0.00008586977,0.0002131112,0.01039121,0.00007637504,0.004059406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178093,"threshold_uncertainty_score":0.02342469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970384214377462,"score_gpt":0.3457567382619195,"score_spread":0.2960528961181449,"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."}}