{"id":"W3084768528","doi":"10.15252/embr.202051565","title":"Do you miss the conference circuit? I surely don't","year":2020,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ingenuity; Library science; Art history; History; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006755893,0.00009132976,0.0001272131,0.00001890626,0.0005317728,0.0003008037,0.0002261173,0.00004771765,0.002696577],"category_scores_gemma":[0.0002608729,0.00006829642,0.0000794518,0.0002728159,0.0001767288,0.0001138983,0.0000809011,0.0001214635,0.00007336606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002801257,"about_ca_system_score_gemma":0.0002177295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090633,"about_ca_topic_score_gemma":0.00127482,"domain_scores_codex":[0.9986687,0.00009937877,0.000220948,0.0003004281,0.0004542154,0.0002562915],"domain_scores_gemma":[0.9992549,0.00004336899,0.000147974,0.0002814264,0.0001183266,0.0001539947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001355324,0.0001233598,0.02815207,0.0000522246,0.0001229805,0.00133341,0.0942345,0.00006065277,0.0001699138,0.5372845,0.2294775,0.1089753],"study_design_scores_gemma":[0.00005166218,0.00002348766,0.003958405,0.00001601782,0.00002380813,0.000007277019,0.01314599,0.00003019446,0.0000223359,0.01044279,0.9721363,0.0001417753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1050564,0.0002627748,0.0009463346,0.07509393,0.0008212376,0.0004909253,0.000003528341,0.0001855925,0.8171393],"genre_scores_gemma":[0.9942217,0.00009340869,0.00002071851,0.001133809,0.0003515233,0.00002012947,0.000004543053,0.000006140291,0.004147954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8891654,"threshold_uncertainty_score":0.9982151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810282926438235,"score_gpt":0.2989922796270061,"score_spread":0.2179639869831826,"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."}}