{"id":"W2328817553","doi":"10.4161/mabs.29262","title":"MAbImprove","year":2014,"lang":"pt","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Excellence; Government (linguistics); Context (archaeology); Library science; General partnership; Political science; Sociology; Public relations; Business; Computer science; Finance","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":[0.002679343,0.001310084,0.0007989522,0.002135956,0.0009164381,0.004044655,0.001679545,0.002968261,0.3566059],"category_scores_gemma":[0.003306977,0.0003697514,0.0007217437,0.0009017822,0.0006330617,0.002354886,0.002032498,0.002728848,0.2400914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478291,"about_ca_system_score_gemma":0.001702688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003498127,"about_ca_topic_score_gemma":0.0008359358,"domain_scores_codex":[0.9984245,0.0001637446,0.0000565086,0.0003013779,0.0007823072,0.0002714998],"domain_scores_gemma":[0.9976914,0.0002258667,0.0001405847,0.0001879085,0.0007829597,0.0009713844],"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":[0.0001994702,0.000161542,0.0004710559,0.0003682254,0.00001602767,0.0001366899,0.00004495616,0.00008812708,0.0135249,0.009363881,0.6059839,0.3696412],"study_design_scores_gemma":[0.00001801013,0.00004403589,0.0003201146,0.00006478952,0.000008224559,0.0002181706,0.00001094785,0.000103448,0.003818989,0.001450392,0.9939375,0.00000537945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00590931,0.03147614,0.01810189,0.0380353,0.02211002,0.0004437153,0.001936973,0.008744921,0.8732417],"genre_scores_gemma":[0.0151287,0.01290955,0.006644318,0.01295506,0.008462402,0.0002260409,0.002686331,0.001309068,0.9396784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3566059,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290199610372964,"score_gpt":0.311061216623767,"score_spread":0.2881592205200373,"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."}}