{"id":"W6930427844","doi":"10.5281/zenodo.13768869","title":"Antibody Characterization Report for Prolow-density lipoprotein receptor-related protein1 (LRP-1)","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunoprecipitation; Lipoprotein; Lipoprotein(a); Flow cytometry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001532928,0.0001735353,0.0002139631,0.0001627086,0.001270702,0.0006866453,0.0004181011,0.0001174865,0.003663333],"category_scores_gemma":[0.003624178,0.000168138,0.00008320075,0.00062464,0.0001208325,0.0002040399,0.0003239821,0.0002778315,0.001836434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072828,"about_ca_system_score_gemma":0.000008553884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008439474,"about_ca_topic_score_gemma":1.148416e-7,"domain_scores_codex":[0.9980088,0.0002691214,0.0004879992,0.0005793813,0.0003201875,0.0003344805],"domain_scores_gemma":[0.998428,0.0001436436,0.0001527263,0.0005071192,0.0006222457,0.000146217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006276812,0.0002116961,9.25691e-7,0.0005505974,0.00009204659,0.00003009972,0.0006994613,7.323037e-7,0.4956803,0.2957539,0.01031808,0.1965993],"study_design_scores_gemma":[0.0002580919,0.0001837146,0.0002028515,0.0001299347,0.00004477347,0.0001798589,0.00005368125,0.001850192,0.004158715,0.04817422,0.9445317,0.0002322518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01451045,0.00002457056,0.9677173,0.001883014,0.00018096,0.002780349,0.0005587101,0.001797665,0.01054691],"genre_scores_gemma":[0.3987088,0.0001769283,0.3746223,0.0003403228,0.002126758,0.00002131466,0.1863009,0.01062804,0.02707461],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9342136,"threshold_uncertainty_score":0.9989408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705880251363514,"score_gpt":0.3536071499518199,"score_spread":0.2865483474381848,"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."}}