{"id":"W6913059882","doi":"10.5281/zenodo.7671688","title":"Antibody Characterization Report for PLC-gamma-2","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunoprecipitation; Monoclonal antibody; Characterization (materials science); Antigen","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":[0.0005720532,0.001577168,0.0005784379,0.001366561,0.0006217071,0.000685791,0.001184419,0.0006168674,0.01372041],"category_scores_gemma":[0.001053054,0.0006133866,0.0008894416,0.001109858,0.0002033696,0.0005931864,0.0004256946,0.001444838,0.01037435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006272556,"about_ca_system_score_gemma":0.0008367977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308794,"about_ca_topic_score_gemma":0.001508327,"domain_scores_codex":[0.9994885,0.0000666752,0.00007150599,0.0001303423,0.0001290083,0.0001139941],"domain_scores_gemma":[0.9991805,0.0001881958,0.00008699983,0.0001295712,0.0003062672,0.0001085813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001603391,0.000089831,0.0001797522,0.0003393004,0.00002998149,0.0001829549,0.00004624351,0.00007395657,0.9881413,0.0003916251,0.00314781,0.007216916],"study_design_scores_gemma":[0.0001224065,0.0006000479,0.006623002,0.00009240022,0.0002347389,0.003344535,0.00008337926,0.001082903,0.7756121,0.0004369832,0.211727,0.00004055002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3898501,0.03684913,0.4815143,0.003139324,0.002576405,0.003301168,0.0379957,0.004573277,0.04020052],"genre_scores_gemma":[0.3516511,0.04368711,0.238098,0.0028257,0.001195109,0.004158886,0.2829881,0.001163459,0.07423248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01372041,"threshold_uncertainty_score":0.04589939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869748552594384,"score_gpt":0.3033628516462308,"score_spread":0.274665366120287,"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."}}