{"id":"W6931251558","doi":"10.5281/zenodo.3339442","title":"DamCB/tyssue: 0.4.0","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sciencetech (Canada); McGill University","funders":"","keywords":"","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":[0.003677025,0.003339652,0.002203088,0.003190746,0.001249981,0.006467153,0.006731595,0.00376241,0.6556426],"category_scores_gemma":[0.006871405,0.003459037,0.003123353,0.002104854,0.001306757,0.005110668,0.004941543,0.00413004,0.7554137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243167,"about_ca_system_score_gemma":0.001898773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00714147,"about_ca_topic_score_gemma":0.00424469,"domain_scores_codex":[0.9985115,0.000226878,0.00009809349,0.0002907454,0.0005527205,0.0003201363],"domain_scores_gemma":[0.9973859,0.000459658,0.0001222916,0.0008825635,0.0007152526,0.0004341856],"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":[0.0003941835,0.00003311114,0.0001700114,0.0004664964,0.00003541202,0.0000581255,0.00007735457,0.0004531624,0.001999636,0.005561284,0.9512381,0.03951328],"study_design_scores_gemma":[0.000168635,0.00004024401,0.0003286092,0.0001667351,0.00002112398,0.0001137556,0.00002497664,0.001455779,0.005161497,0.005516155,0.9869096,0.00009301177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005756222,0.0006842355,0.05099047,0.0006144448,0.0008021468,0.0002170381,0.06487752,0.777175,0.1040636],"genre_scores_gemma":[0.008696026,0.000863172,0.03358997,0.001063215,0.0002962604,0.000538776,0.128603,0.5807531,0.2455966],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6556426,"threshold_uncertainty_score":0.4911841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127105378951278,"score_gpt":0.2555450405296578,"score_spread":0.234273986740145,"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."}}