{"id":"W4413546424","doi":"10.64628/aap.4uyy667qx","title":"Universities need to rein in academic air travel and greenhouse gases","year":2019,"lang":"en","type":"article","venue":"","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Greenhouse gas; Environmental science; Geology; Oceanography","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":[0.00861012,0.0006415843,0.0008963794,0.001244851,0.01013668,0.01766691,0.001912646,0.01515691,0.07141814],"category_scores_gemma":[0.03196412,0.0003866017,0.001389418,0.001985143,0.004485501,0.01075456,0.009378053,0.009235726,0.01499904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365344,"about_ca_system_score_gemma":0.02991066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796816,"about_ca_topic_score_gemma":0.03544505,"domain_scores_codex":[0.9924414,0.002730971,0.0003733619,0.0003991534,0.001516321,0.00253868],"domain_scores_gemma":[0.9432662,0.008497657,0.004229826,0.002748962,0.01079879,0.03045867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006133395,0.0008819573,0.02618222,0.0007277422,0.000242571,0.0006655668,0.004210633,0.001526024,0.002146076,0.06639346,0.7132211,0.1831893],"study_design_scores_gemma":[0.00005379826,0.0001826341,0.02286675,0.0004893193,0.00007495558,0.000216672,0.03812586,0.0004101444,0.0006715234,0.0221773,0.9146151,0.0001159334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02296402,0.006287752,0.0009402183,0.9064921,0.01122322,0.00003586043,0.0001800632,0.0003965236,0.05148031],"genre_scores_gemma":[0.5355639,0.01247768,0.003472268,0.301781,0.01173868,0.0001141431,0.0004728307,0.0003830096,0.1339965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07141814,"threshold_uncertainty_score":0.2389175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756725107345773,"score_gpt":0.2910210472639292,"score_spread":0.2634537961904715,"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."}}