{"id":"W4241214226","doi":"10.3233/hab-2010-0220","title":"Session 4: Molecular Biology","year":2010,"lang":"en","type":"article","venue":"Human Antibodies","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Computational biology; Biology; Chemistry; Psychology; Computer science; World Wide Web","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":[0.0002190858,0.0001430183,0.0001340833,0.00007297659,0.0001571611,0.00003664604,0.000292077,0.0002347512,0.0001462657],"category_scores_gemma":[0.0001559875,0.0001146122,0.0000875434,0.00004915981,0.0004638159,0.000002721845,0.0002455707,0.0002054132,0.00008909392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003498167,"about_ca_system_score_gemma":0.00004474921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694058,"about_ca_topic_score_gemma":0.00006320401,"domain_scores_codex":[0.9990218,0.00003095745,0.0002103065,0.0002414835,0.0001519607,0.0003435358],"domain_scores_gemma":[0.9993225,0.00000809469,0.00005285078,0.0003746335,0.0001054146,0.0001364527],"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":[0.00000840269,0.00003853137,0.003653534,0.00002310412,0.00002039973,0.000002676019,0.00003086223,2.008879e-7,0.9871785,0.002312123,0.003156555,0.003575092],"study_design_scores_gemma":[0.0004651093,0.0003736098,0.006330171,0.00001245064,0.000009985944,0.00001355465,0.0001151213,0.00003578335,0.8333524,0.002581805,0.1564232,0.0002867581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811046,0.0002012743,0.001270433,0.0002115357,0.0003173702,0.0001156637,0.00001452838,0.00002236429,0.0167422],"genre_scores_gemma":[0.9953503,0.0001795076,0.002104923,0.0003016128,0.000292903,0.000005788729,0.0002287555,0.00001518469,0.001521004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538261,"threshold_uncertainty_score":0.4673748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832654814362989,"score_gpt":0.3360552711372771,"score_spread":0.3177287229936472,"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."}}