{"id":"W6931535752","doi":"10.5281/zenodo.7459628","title":"Antibody Characterization Report for Transmembrane protein 106B","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Transmembrane protein; Antibody; Immunofluorescence; Cell culture; Transmembrane domain; Antibody therapy; Characterization (materials science); CTD","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001470272,0.001782181,0.001007786,0.002309351,0.001504136,0.001116669,0.001362168,0.001421893,0.03348172],"category_scores_gemma":[0.002555899,0.001032973,0.001079726,0.001477997,0.0003712417,0.0009580576,0.001049975,0.002594446,0.04766727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282532,"about_ca_system_score_gemma":0.00108103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296407,"about_ca_topic_score_gemma":0.001648243,"domain_scores_codex":[0.9985826,0.0001901671,0.0002000715,0.0003168196,0.000482862,0.0002275419],"domain_scores_gemma":[0.9980925,0.0002385376,0.0001359459,0.000404823,0.0008871313,0.000241075],"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":[0.0001831322,0.0001050648,0.000326905,0.0005800763,0.00004861669,0.0002589234,0.0001230285,0.000121909,0.9673216,0.001010483,0.01789007,0.01203017],"study_design_scores_gemma":[0.0001306766,0.0004037298,0.004580785,0.0002501633,0.0001430405,0.003190754,0.0001151705,0.001246031,0.4138615,0.0006400669,0.5753548,0.00008334567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2011575,0.0305329,0.5596312,0.006152447,0.005764241,0.006826886,0.1095145,0.006519356,0.07390111],"genre_scores_gemma":[0.1329328,0.02575087,0.2567791,0.002731336,0.001169593,0.006424647,0.4592569,0.003041351,0.1119134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03348172,"threshold_uncertainty_score":0.1120075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691525718692941,"score_gpt":0.2509581664212767,"score_spread":0.2040429092343473,"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."}}