{"id":"W6886084570","doi":"10.14288/1.0356700","title":"Your convention or meeting by train","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention; Train; Legislation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004926118,0.00004631954,0.00007407144,0.00002138237,0.0179034,0.005086585,0.000470113,0.00003236573,0.005070038],"category_scores_gemma":[0.0002189039,0.00004357248,0.00003578918,0.0001790152,0.0001096428,0.0003811744,0.0001349653,0.00004865891,0.00002921405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007086909,"about_ca_system_score_gemma":0.0001591239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1675059,"about_ca_topic_score_gemma":0.2154185,"domain_scores_codex":[0.9994044,0.00006870933,0.0001003248,0.0001441625,0.0001255551,0.0001568108],"domain_scores_gemma":[0.9995746,0.00002800219,0.00009257998,0.0001873968,0.00005831469,0.00005909755],"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":[0.00001103144,0.00006640325,0.00006506529,0.00000199254,0.00001852671,0.000001416398,0.00116424,0.000001780635,0.0000153315,0.008274248,0.9812363,0.009143642],"study_design_scores_gemma":[0.000260134,0.00002951636,0.000131911,0.00002083984,0.00001520831,3.084079e-7,0.008941375,0.00008368178,0.00001717348,0.003117182,0.9873034,0.00007927021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004429664,0.000007486917,0.0004706189,0.005242186,0.0003691218,0.0004223788,0.0000179917,0.0000291096,0.9929981],"genre_scores_gemma":[0.1688437,0.00007593671,0.0002464699,0.00006557617,0.00009150469,0.00009891919,0.000005009936,0.000003799179,0.8305691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1684007,"threshold_uncertainty_score":0.9959462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105263081360044,"score_gpt":0.3927838649185277,"score_spread":0.2822575567825233,"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."}}