{"id":"W6893616371","doi":"10.5281/zenodo.3541344","title":"NPA_ref8740","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sequence (biology); Antibody; Peptide sequence; Similarity (geometry)","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":[0.0009324845,0.002443167,0.003886413,0.01194992,0.004597367,0.009602008,0.005203211,0.005134864,0.9142166],"category_scores_gemma":[0.00553794,0.001997193,0.00234115,0.0145576,0.001280162,0.007615817,0.004239541,0.002974289,0.8488142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004286983,"about_ca_system_score_gemma":0.00582333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195484,"about_ca_topic_score_gemma":0.01080648,"domain_scores_codex":[0.9983065,0.00009222141,0.000210433,0.0002802531,0.0008784707,0.000232128],"domain_scores_gemma":[0.9961178,0.0005190092,0.0002018638,0.0004022225,0.002069888,0.0006891833],"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":[0.00007907348,0.00005314492,0.0001135319,0.001878296,0.00001734556,0.000151306,0.00002945125,0.00005969485,0.0006398408,0.001866074,0.972796,0.02231622],"study_design_scores_gemma":[0.00005418064,0.00001893352,0.0008664989,0.0003706962,0.00001531598,0.0001545338,0.00003011227,0.00004822632,0.0003856564,0.0008895027,0.9971442,0.00002214657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006032906,0.005834755,0.00135053,0.003766126,0.03126788,0.000682161,0.3435401,0.004758418,0.6081967],"genre_scores_gemma":[0.005565812,0.006851438,0.002905282,0.002399315,0.004627165,0.0007111531,0.3871493,0.002954361,0.5868361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9142166,"threshold_uncertainty_score":0.1223596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585277331467716,"score_gpt":0.2565695971556954,"score_spread":0.2307168238410182,"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."}}