{"id":"W3068279136","doi":"10.1016/j.cell.2020.07.026","title":"Travel Less. Make It Worthwhile.","year":2020,"lang":"en","type":"article","venue":"Cell","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Carbon footprint; Attendance; TRIPS architecture; Public relations; Pandemic; Happening; Event (particle physics); Coronavirus disease 2019 (COVID-19); Business; Marketing; Economic growth; Political science; Biology; Engineering; Greenhouse gas; Economics; Ecology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000665954,0.0003848108,0.0002689714,0.000795119,0.002696952,0.005158128,0.0005435451,0.002080438,0.2567905],"category_scores_gemma":[0.004514346,0.0001388749,0.0003460619,0.0007823007,0.0007586942,0.003095461,0.002085903,0.002081731,0.1028995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760464,"about_ca_system_score_gemma":0.001682687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004629731,"about_ca_topic_score_gemma":0.01386828,"domain_scores_codex":[0.999212,0.0002284409,0.00002401234,0.00006498994,0.0002765105,0.0001939463],"domain_scores_gemma":[0.9950499,0.0002733128,0.0004004211,0.0001906692,0.0009063138,0.003179325],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006711504,0.0002090313,0.001814295,0.0002102236,0.00001345085,0.00005692911,0.0005123454,0.00002815063,0.0004362986,0.00344398,0.8833751,0.1098331],"study_design_scores_gemma":[0.00002716024,0.00009567547,0.0050589,0.0002137431,0.00002237399,0.0001810893,0.002949173,0.00004329087,0.000203988,0.00217534,0.9890131,0.00001618824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02279811,0.00835956,0.0008764625,0.2511255,0.02060006,0.00008931114,0.001596335,0.0006252691,0.6939294],"genre_scores_gemma":[0.1115746,0.009383839,0.002268008,0.0607327,0.007155483,0.0001265954,0.001575534,0.000626661,0.8065565],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.999334,"threshold_uncertainty_score":0.8590498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07617204980588267,"score_gpt":0.2764274593979817,"score_spread":0.200255409592099,"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."}}