{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01306406,0.001418967,0.001828518,0.00170151,0.01180663,0.01651999,0.004176524,0.02919152,0.1076888],"category_scores_gemma":[0.07208034,0.0008985274,0.001807892,0.0009244688,0.005111238,0.01170536,0.004532892,0.03557127,0.08452658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00413823,"about_ca_system_score_gemma":0.009598005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049965,"about_ca_topic_score_gemma":0.01337963,"domain_scores_codex":[0.990657,0.001827618,0.000416799,0.001211003,0.004063949,0.001823747],"domain_scores_gemma":[0.9198759,0.006333611,0.003444712,0.002854119,0.03722245,0.0302692],"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":[0.00005062328,0.00006546693,0.0003764402,0.00005690014,0.00001550758,0.00008045752,0.0001355861,0.00003208282,0.0001448115,0.003004902,0.9862115,0.009825736],"study_design_scores_gemma":[0.00005781526,0.00009006418,0.0007127115,0.0002300839,0.00001984684,0.0000863604,0.002038408,0.0000846102,0.000150723,0.003381297,0.9930691,0.00007911841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000411379,0.001204659,0.0004623565,0.8733876,0.1130607,0.00005777674,0.00007866108,0.0002222746,0.01111457],"genre_scores_gemma":[0.004962722,0.001176702,0.001086756,0.7540587,0.04087314,0.0002648107,0.00009331559,0.000326163,0.1971578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9869359,"threshold_uncertainty_score":0.360255,"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."}}