{"id":"W2083489363","doi":"10.1016/j.str.2007.10.002","title":"A Future for the Protein Structure Initiative","year":2007,"lang":"en","type":"article","venue":"Structure","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Protein structure; Computational biology; Chemistry; Biology; Biochemistry","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":[0.0002539183,0.000251415,0.0001931583,0.00005683587,0.0004851609,0.00009448652,0.0003586538,0.0002550736,0.001283096],"category_scores_gemma":[0.00009053393,0.000142292,0.0000925018,0.0002398512,0.0001316835,0.0001851858,0.00004898748,0.0003157496,0.000008953146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004958219,"about_ca_system_score_gemma":0.00006221806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182402,"about_ca_topic_score_gemma":0.0004092627,"domain_scores_codex":[0.9985856,0.0000366938,0.0002508541,0.0003695475,0.0003006677,0.0004566408],"domain_scores_gemma":[0.99905,0.000136796,0.0001601782,0.0004008031,0.0001728212,0.00007938375],"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":[0.0002572908,0.000004019338,0.00008048022,0.00004354093,0.00002585548,0.000004009868,0.001225302,0.0000376577,0.9682636,0.01433196,0.007776129,0.007950115],"study_design_scores_gemma":[0.0007787271,0.0001629107,0.006838379,0.00001792439,0.00006193848,0.00005096059,0.001498309,0.00002757622,0.8171066,0.04477352,0.1283278,0.0003553486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687159,0.0006641406,0.01890573,0.001649312,0.005404768,0.001970507,0.0009394193,0.0002120182,0.001538183],"genre_scores_gemma":[0.9888919,0.000001934511,0.005829157,0.0009631084,0.003934515,0.00002115969,0.00004744621,0.00003093752,0.0002798425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511571,"threshold_uncertainty_score":0.9996299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073051529670591,"score_gpt":0.2482473243072544,"score_spread":0.2375168090105485,"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."}}