{"id":"W2889693579","doi":"10.4324/9780080561196","title":"Conferences and Conventions","year":2010,"lang":"en","type":"book","venue":"","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002319661,0.00009684972,0.0001362562,0.00008302012,0.0004352771,0.0002140421,0.0001471356,0.0002134837,0.01342669],"category_scores_gemma":[0.00002307734,0.00008952535,0.0000517767,0.00003064513,0.0005217654,0.00006132095,0.00006790322,0.0002162412,0.0001930655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002565658,"about_ca_system_score_gemma":0.0007401581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007227,"about_ca_topic_score_gemma":0.0546384,"domain_scores_codex":[0.9993121,0.00002557378,0.0001193388,0.0001899645,0.0002018209,0.0001512126],"domain_scores_gemma":[0.9995796,0.0000616808,0.00006209036,0.0001180007,0.00008347361,0.00009517233],"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":[2.684789e-7,0.000005118083,0.00001650108,0.000007518758,0.00001149359,0.000001087805,0.0003412489,5.56776e-9,1.77636e-7,0.8966222,0.09052007,0.01247425],"study_design_scores_gemma":[0.00003897836,0.000009301163,0.00004032642,0.00002508597,0.00002737024,1.926466e-7,0.0008098589,0.000002168439,1.675287e-7,0.1366051,0.8623338,0.0001076514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002283089,0.0001042973,0.0001167949,0.002550613,0.0004201656,0.0002103806,0.00001180317,0.00007351708,0.9964896],"genre_scores_gemma":[0.007153252,0.0009700818,0.0001390895,0.0001386312,0.0002843169,0.00001390685,0.00003491613,0.000005464039,0.9912603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7718138,"threshold_uncertainty_score":0.9874752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145170500184027,"score_gpt":0.3010392932907529,"score_spread":0.2695875882889127,"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."}}