{"id":"W6929972340","doi":"10.5281/zenodo.10108291","title":"Antibody Characterization Report for PLC-gamma-2 (PLCG2)","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Western blot; Immunoprecipitation; Cell culture; Blot; Incubation","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":[],"consensus_categories":[],"category_scores_codex":[0.0003233851,0.00009796267,0.00008200917,0.000087607,0.0009795203,0.0001495932,0.0003263576,0.00007768468,0.0001307605],"category_scores_gemma":[0.0003083381,0.0001062612,0.00005150997,0.0003181522,0.00007128694,0.00001127965,0.0004123425,0.00006641817,0.0004256011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002149499,"about_ca_system_score_gemma":0.000003457491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001331309,"about_ca_topic_score_gemma":9.059787e-8,"domain_scores_codex":[0.9990405,0.00004439189,0.0001860919,0.0003753901,0.0001167632,0.0002368765],"domain_scores_gemma":[0.9990248,0.000005156447,0.000100532,0.000429039,0.0003683847,0.00007208854],"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":[0.00002711283,0.00003055144,0.000003360229,0.00001673199,0.0000126975,0.000004554821,0.0000329655,0.00000877951,0.9686745,0.0007668601,0.01281243,0.01760948],"study_design_scores_gemma":[0.0001771514,0.0001359537,0.0007111258,0.000009018003,0.000006375052,0.00009967796,0.00002976463,0.0002305883,0.03850503,0.0001960611,0.9597721,0.0001271962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1255485,0.0000187018,0.86036,0.001607731,0.0001194196,0.001073435,0.0006072117,0.001354608,0.00931042],"genre_scores_gemma":[0.6271759,0.0003324253,0.004498503,0.000294643,0.0006407756,7.825959e-7,0.360188,0.001538477,0.005330462],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9469596,"threshold_uncertainty_score":0.7533777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863087809757116,"score_gpt":0.3028613426290281,"score_spread":0.274230464531457,"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."}}