{"id":"W2134724547","doi":"10.1002/iub.3","title":"A new lease of <i>IUBMB Life</i>","year":2007,"lang":"he","type":"article","venue":"IUBMB Life","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Union of Biochemistry and Molecular Biology","funders":"","keywords":"Publication; Successor cardinal; Audience measurement; Set (abstract data type); Political science; Biology; Computer science; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001433305,0.0004429492,0.0005689484,0.0001843458,0.0001214682,0.00006979211,0.0008376629,0.0008210021,0.0006825349],"category_scores_gemma":[0.002484929,0.0004107918,0.0003824266,0.0003923842,0.0007517408,0.000009903311,0.0005483174,0.0004269514,0.0005773032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066604,"about_ca_system_score_gemma":0.002270542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003898685,"about_ca_topic_score_gemma":0.0001887206,"domain_scores_codex":[0.9957919,0.00009498605,0.001291163,0.000559947,0.001030047,0.001231944],"domain_scores_gemma":[0.995777,0.0001117697,0.000372644,0.000965665,0.0004141066,0.002358791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002183866,0.00104886,0.007598813,0.00175779,0.001020287,0.00007537609,0.001100677,0.00002660715,0.1869498,0.0006438417,0.5975853,0.2000088],"study_design_scores_gemma":[0.003627036,0.002036225,0.004584469,0.0001778614,0.0001583635,0.00002256679,0.001622764,0.0002161045,0.2296102,0.0001753774,0.7568592,0.0009097946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7617363,0.04688083,0.06719381,0.01230854,0.005456337,0.002628766,0.0007937372,0.00009618977,0.1029054],"genre_scores_gemma":[0.9741111,0.00430997,0.004059178,0.003597211,0.002889585,0.000005117464,0.000200946,0.00005812921,0.0107688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123747,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888752989052532,"score_gpt":0.2934553543851983,"score_spread":0.2745678244946729,"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."}}