{"id":"W6950477094","doi":"10.5281/zenodo.7784981","title":"ATR: SCAF1 immunoprecipitation","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Immunoprecipitation; Spectral line; Antibody; Monoclonal antibody","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":[0.0005208948,0.00007796651,0.00007929188,0.0001661852,0.0007828823,0.000487517,0.0004513062,0.00003399367,0.002757405],"category_scores_gemma":[0.0001173198,0.0000823837,0.0000240639,0.000575595,0.00004580193,0.0002888697,0.0002341907,0.00007069975,0.02658432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202043,"about_ca_system_score_gemma":8.098878e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005154725,"about_ca_topic_score_gemma":1.180288e-7,"domain_scores_codex":[0.999142,0.00007068193,0.0001590951,0.000165994,0.0002075337,0.0002547064],"domain_scores_gemma":[0.9995234,0.000009762969,0.00002420195,0.0002368159,0.0001309859,0.00007481861],"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":[0.00001227813,0.000019053,0.000002214433,0.0001865959,0.00002437542,0.00001111703,0.002228254,0.00724266,0.3173792,0.002694538,0.5603656,0.1098342],"study_design_scores_gemma":[0.0001360738,0.00003920292,0.0007793918,0.00001876015,0.000002430995,0.00002484223,0.0001878507,0.004419396,0.002477435,0.0001236952,0.9916793,0.0001115853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6457012,0.0003496984,0.008776288,0.0004994555,0.001866824,0.0007996616,0.0002613635,0.01328412,0.3284614],"genre_scores_gemma":[0.9973416,0.0001578372,0.0001078098,0.00001608501,0.0001311954,4.60173e-8,0.000482379,0.0007865981,0.0009764555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4313138,"threshold_uncertainty_score":0.9981542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572961538138381,"score_gpt":0.2197797098897132,"score_spread":0.1940500945083294,"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."}}