{"id":"W2625377468","doi":"10.1200/jop.2017.021469","title":"Is This Conference for Real? Navigating Presumed Predatory Conference Invitations","year":2017,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Data science; MEDLINE; World Wide Web; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00344837,0.00009966463,0.0002663752,0.00006008901,0.001851406,0.0004904587,0.0007258395,0.0001538367,0.0005791999],"category_scores_gemma":[0.008161603,0.00009435339,0.0001130028,0.00005951571,0.0004570961,0.002083995,0.0001074618,0.0004409204,0.00002278028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060745,"about_ca_system_score_gemma":0.001709334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668774,"about_ca_topic_score_gemma":0.002043192,"domain_scores_codex":[0.9982798,0.0004130556,0.000485628,0.0001680221,0.0003849429,0.0002685909],"domain_scores_gemma":[0.9936734,0.001659524,0.002212866,0.0002888861,0.002004894,0.000160431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000581744,0.0008380633,0.002636549,0.00008755375,0.0005482595,0.0001003497,0.1034397,0.00001618554,0.00050177,0.3270076,0.1426453,0.421597],"study_design_scores_gemma":[0.0008507789,0.0005132988,0.002011187,0.0001078763,0.0002114116,0.00001599567,0.02893367,0.0001773066,0.00005049456,0.008377707,0.9586223,0.0001280071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0358661,0.0001279487,0.006864678,0.2576678,0.002019723,0.0007862622,0.00003944102,0.00003159909,0.6965964],"genre_scores_gemma":[0.9740014,0.002009381,0.01817165,0.001302669,0.000518292,0.00003332898,0.000002281033,0.000008501495,0.003952508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9381353,"threshold_uncertainty_score":0.9994481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1797673568635247,"score_gpt":0.4958817426413916,"score_spread":0.3161143857778669,"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."}}