{"id":"W6911493869","doi":"10.5281/zenodo.10814960","title":"Antibody Characterization Report for FIG4","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunoprecipitation; Protocol (science); Cell culture; Association (psychology); Monoclonal antibody","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":[0.001145345,0.002437624,0.0008864884,0.002892854,0.001638596,0.001100424,0.002318811,0.001306658,0.09095571],"category_scores_gemma":[0.002614424,0.001064058,0.001547804,0.002059464,0.000371697,0.001126893,0.0008594597,0.002661776,0.1161036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008112708,"about_ca_system_score_gemma":0.001694857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727303,"about_ca_topic_score_gemma":0.00246213,"domain_scores_codex":[0.9989488,0.0001694209,0.0001231581,0.0002536243,0.0002729454,0.0002321206],"domain_scores_gemma":[0.9984402,0.0002893425,0.0001138915,0.0003700754,0.0005881027,0.0001984382],"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":[0.0007620349,0.0002700465,0.0008464506,0.001794845,0.0001293968,0.0005254614,0.000192614,0.0006449743,0.8516862,0.003909722,0.09432085,0.04491745],"study_design_scores_gemma":[0.0001018278,0.000287282,0.002519968,0.0002044311,0.000115001,0.001545271,0.00007678978,0.000930207,0.1620771,0.00109594,0.8309832,0.00006290801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07019033,0.01985734,0.4972884,0.004631766,0.0059539,0.005683963,0.2664758,0.007473976,0.1224445],"genre_scores_gemma":[0.05047378,0.01256236,0.1247287,0.002190465,0.0007306609,0.005227768,0.6961157,0.002582296,0.1053882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09095571,"threshold_uncertainty_score":0.3042771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612274053927788,"score_gpt":0.3165497072406581,"score_spread":0.2704269667013802,"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."}}