{"id":"W6968730027","doi":"10.5281/zenodo.3541234","title":"NPA_ref5095","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Characterization (materials science); Set (abstract data type)","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":["insufficient_payload"],"category_scores_codex":[0.001085359,0.001794222,0.003177562,0.01108149,0.003751512,0.009623926,0.004572896,0.004810241,0.9088635],"category_scores_gemma":[0.008292574,0.001303796,0.002185517,0.01377375,0.001173583,0.007726803,0.003522593,0.002466076,0.7924441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139048,"about_ca_system_score_gemma":0.006967252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336454,"about_ca_topic_score_gemma":0.01270059,"domain_scores_codex":[0.9979983,0.0001261384,0.0002905566,0.0002744813,0.001058354,0.0002521844],"domain_scores_gemma":[0.993729,0.0008526825,0.0003147249,0.0005037587,0.003855542,0.0007442284],"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":[0.00004813082,0.00002962583,0.00008059059,0.001709574,0.00001273473,0.0001022635,0.0000197335,0.00003773741,0.0002590321,0.001524281,0.9738453,0.02233097],"study_design_scores_gemma":[0.00004641116,0.00001847984,0.0006561381,0.0006230376,0.0000171474,0.0001537898,0.00003174019,0.00003921757,0.0002497664,0.001051563,0.9970961,0.00001670916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005441011,0.008266676,0.001222615,0.005892481,0.04303076,0.0008802231,0.2352342,0.002924153,0.7020048],"genre_scores_gemma":[0.005642238,0.01120312,0.003257234,0.004289717,0.007979205,0.0008662608,0.2581392,0.002689798,0.7059332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09113646,"threshold_uncertainty_score":0.129995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258076176192936,"score_gpt":0.2720951964848153,"score_spread":0.239514434722886,"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."}}