{"id":"W4249888516","doi":"10.1039/b808623k","title":"Contents and Chemical Biology","year":2008,"lang":"en","type":"article","venue":"Photochemical & Photobiological Sciences","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Chemical biology; Computational biology; Biology; Evolutionary biology; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002181345,0.0002223108,0.0002562604,0.00003387386,0.0002203084,0.00002137218,0.0005057198,0.0003050064,0.0001736565],"category_scores_gemma":[0.0006020048,0.0001524251,0.0001152964,0.0002225277,0.00298661,0.000005603306,0.000489902,0.000203823,0.00001807031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823071,"about_ca_system_score_gemma":0.00006206971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006470075,"about_ca_topic_score_gemma":0.000002184023,"domain_scores_codex":[0.9980339,0.00005938357,0.0002539401,0.0008498059,0.0002011244,0.0006018095],"domain_scores_gemma":[0.9992859,0.0000844621,0.00005150291,0.0002033428,0.00007161345,0.0003031201],"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":[0.0001499936,0.00007331897,0.01020245,0.000003913045,0.00001214064,0.00000330895,0.000008581369,9.363326e-8,0.9871045,0.0001101653,0.00111595,0.001215556],"study_design_scores_gemma":[0.0004786652,0.0004548201,0.001383501,0.000006352108,0.000004055994,0.0001239887,0.00001914089,0.00002432046,0.9842889,0.0007406291,0.01221679,0.0002588528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947978,0.000827678,0.00004047286,0.0001896324,0.0000541011,0.0002865257,0.00003674469,0.00003034582,0.003736712],"genre_scores_gemma":[0.997484,0.0006472324,0.0005171298,0.0008649064,0.0001959185,0.00009197391,0.00007746842,0.000007817813,0.0001135988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110084,"threshold_uncertainty_score":0.9997267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282069460876041,"score_gpt":0.3421424725726055,"score_spread":0.2793217779638452,"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."}}