{"id":"W4236109739","doi":"10.1525/bio.2012.62.3.17","title":"New Titles","year":2012,"lang":"en","type":"article","venue":"BioScience","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[],"category_scores_codex":[0.0001637348,0.00003489553,0.00002699543,0.00003171843,0.00004214521,0.00001805063,0.0001690832,0.00001210869,0.0005299311],"category_scores_gemma":[0.00006475889,0.00002771206,0.00001108406,0.000288144,0.00005798404,0.0002688343,0.00003841442,0.00001941342,0.03363647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002127173,"about_ca_system_score_gemma":0.00004003018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005989652,"about_ca_topic_score_gemma":0.000005235536,"domain_scores_codex":[0.9994927,0.000006994702,0.00003593055,0.00007735369,0.0001586854,0.00022834],"domain_scores_gemma":[0.9996864,0.000008566292,0.000015898,0.0001318804,0.000007712909,0.0001496082],"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":[0.000003111631,0.00004037672,0.06572122,0.000001612556,9.26052e-7,5.16185e-7,0.0003898267,5.17598e-7,0.6766953,0.02072171,0.2265161,0.009908848],"study_design_scores_gemma":[0.00007028518,0.00001663592,0.2614959,0.000004506459,0.000002411079,0.000007687338,0.00003071538,0.00003355282,0.04898002,0.0001579942,0.6890801,0.0001201183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6747842,0.001055949,0.003862097,0.0004724818,0.002046581,0.0001595311,0.00001568954,0.0004831775,0.3171203],"genre_scores_gemma":[0.9890147,0.000001089002,0.005754926,0.00009626213,0.0001501656,5.368682e-7,2.145962e-7,0.000006432095,0.004975622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6277152,"threshold_uncertainty_score":0.9671159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04846401428569632,"score_gpt":0.2994777438652479,"score_spread":0.2510137295795516,"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."}}