{"id":"W6926766773","doi":"10.25545/6dgf1v/uobhhk","title":"6_VLP.txt","year":2024,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Frame (networking); Identification (biology); Face (sociological concept); Intersection (aeronautics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001046049,0.00327005,0.002055964,0.003582853,0.0009324903,0.00394091,0.003125428,0.002506638,0.2101453],"category_scores_gemma":[0.005232789,0.001178088,0.001613471,0.005078266,0.000586219,0.002393582,0.003304166,0.002249429,0.3583338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141298,"about_ca_system_score_gemma":0.001764367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623948,"about_ca_topic_score_gemma":0.02541197,"domain_scores_codex":[0.9988557,0.0001944788,0.00009865972,0.000392269,0.0002628406,0.0001960774],"domain_scores_gemma":[0.998414,0.0003874318,0.0001214665,0.0005021435,0.0003473138,0.0002275922],"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":[0.00004415554,0.00001330735,0.0001766741,0.0003117497,0.00001411278,0.000008982463,0.00001264523,0.0001446844,0.00007592666,0.0002606824,0.9974179,0.001519136],"study_design_scores_gemma":[0.0001474439,0.00001717006,0.0008950009,0.0001322795,0.00001574358,0.00002846634,0.0000428708,0.000386182,0.0003485134,0.001096254,0.9968703,0.00001977933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006686796,0.00005994606,0.00006560401,0.00006680448,0.00003149899,0.00001005848,0.9968765,0.001656589,0.001166148],"genre_scores_gemma":[0.000254884,0.00005733269,0.0002460456,0.00005579619,0.000009585915,0.00004080829,0.9979253,0.0003307863,0.001079464],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2101453,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028874211021492,"score_gpt":0.2631679064291064,"score_spread":0.2528791643188915,"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."}}