{"id":"W6948789971","doi":"10.5281/zenodo.10108290","title":"Antibody Characterization Report for PLC-gamma-2 (PLCG2)","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257824,0.002295524,0.001017397,0.003013028,0.001131723,0.001021412,0.001926126,0.0008543049,0.03245352],"category_scores_gemma":[0.001872491,0.001228923,0.001080426,0.002120042,0.0003189401,0.0009909996,0.0007140131,0.002327291,0.04200831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183279,"about_ca_system_score_gemma":0.001296843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459732,"about_ca_topic_score_gemma":0.00222596,"domain_scores_codex":[0.9990373,0.0001433915,0.0001336306,0.0001907333,0.0003196559,0.0001753577],"domain_scores_gemma":[0.9984732,0.0002698043,0.0001516923,0.0003325118,0.0005673889,0.0002053444],"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":[0.0002058936,0.0001547038,0.0004317194,0.0006059599,0.00004839664,0.0003100478,0.0001121567,0.0003114433,0.95401,0.001164605,0.02030957,0.02233551],"study_design_scores_gemma":[0.0001167646,0.0004822012,0.004231092,0.0001682156,0.0001435613,0.002364311,0.0000866392,0.00136439,0.4327004,0.000732714,0.5575309,0.00007870742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1089423,0.0253729,0.6896126,0.002815231,0.002493857,0.006711553,0.1004187,0.007923921,0.05570906],"genre_scores_gemma":[0.08802928,0.03031404,0.2650115,0.001725671,0.0007040202,0.00804272,0.5061623,0.002954057,0.09705647],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03245352,"threshold_uncertainty_score":0.1085678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211846813330917,"score_gpt":0.2875852410531481,"score_spread":0.2664005597200564,"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."}}