{"id":"W4229950956","doi":"10.1016/j.jinorgbio.2010.01.002","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Journal of Inorganic Biochemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":[0.0004716631,0.0001451672,0.0002084041,0.00005724571,0.0000456263,0.00004256433,0.0005422209,0.0002044187,0.001351362],"category_scores_gemma":[0.0006179145,0.0001225938,0.0001306256,0.0002381968,0.0001006774,0.0001370581,0.00006503039,0.001109187,0.0004990636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000720852,"about_ca_system_score_gemma":0.0003479054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001695341,"about_ca_topic_score_gemma":0.000001743212,"domain_scores_codex":[0.9987811,0.0000137377,0.0004666498,0.0001223737,0.0003954921,0.0002206009],"domain_scores_gemma":[0.9984127,0.00003907433,0.0005962628,0.0003486072,0.0003703085,0.000233084],"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":[0.00003108612,0.00009694923,0.002181442,0.00001836413,0.00004300051,0.00002910946,0.00005032266,4.458572e-7,0.9758062,0.00001527514,0.02148861,0.0002391611],"study_design_scores_gemma":[0.0005075627,0.00003554119,0.001784856,0.00002389648,0.00003563398,0.002018548,0.00008388907,0.000003442588,0.9870992,0.0001223406,0.008150812,0.0001342593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953475,0.0002123517,0.00002137262,0.0003501906,0.0005000579,0.00002608062,0.000009730747,0.00003023463,0.003502481],"genre_scores_gemma":[0.9964037,0.000007542513,0.001905053,0.00007099042,0.0009033075,2.939842e-7,0.000001344478,0.0000480734,0.0006596792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333779,"threshold_uncertainty_score":0.9995615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963157550192246,"score_gpt":0.2303079559973885,"score_spread":0.2253447984471963,"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."}}