{"id":"W4398429814","doi":"10.7910/dvn/eaxeet/qm5cao","title":"Topics.tab","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001253917,0.004762998,0.002344595,0.007204687,0.001374882,0.004974958,0.004475653,0.00425304,0.2303419],"category_scores_gemma":[0.006640637,0.001273496,0.001989439,0.00955544,0.000834473,0.003739072,0.003362181,0.002677324,0.3266177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438733,"about_ca_system_score_gemma":0.002891212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914689,"about_ca_topic_score_gemma":0.02735249,"domain_scores_codex":[0.9988654,0.00020088,0.0001066681,0.000378723,0.000208411,0.0002399574],"domain_scores_gemma":[0.9976869,0.0005871735,0.0001830686,0.0007042841,0.0004924724,0.0003461888],"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":[0.0000355786,0.00001583915,0.0001909937,0.000586196,0.00002044117,0.00000886032,0.00001750515,0.0001142939,0.00008731056,0.0003330408,0.9973701,0.001219772],"study_design_scores_gemma":[0.0003967514,0.00003562641,0.001348957,0.0003634471,0.00003830848,0.00005696902,0.00008190757,0.0005328539,0.0005046161,0.001685587,0.9949173,0.00003765275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000100447,0.000178851,0.00006066517,0.000132566,0.00005865046,0.00001339378,0.9967499,0.001334298,0.001371175],"genre_scores_gemma":[0.0004816471,0.0001397021,0.0002131475,0.0001121463,0.00002501563,0.00006175995,0.9974661,0.0002902366,0.001210266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7696581,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769120821007474,"score_gpt":0.2685512572009631,"score_spread":0.2408600489908884,"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."}}