{"id":"W2090013620","doi":"10.1016/j.jmb.2010.10.052","title":"Diversity of Molecular Transformations Involved in the Formation of Spider Silks","year":2010,"lang":"en","type":"article","venue":"Journal of Molecular Biology","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Spider; Biophysics; SILK; Spider silk; Spinning; Crystallography; Biology; Chemistry; Materials science; Polymer chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008345094,0.00006799539,0.0001940985,0.000111642,0.00007119525,0.00000730634,0.0003653848,0.00009216107,0.00004844201],"category_scores_gemma":[0.00006850444,0.00004504076,0.0000995389,0.0001460889,0.0001367871,0.0001050541,0.0000578529,0.00009812817,0.000002387086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008718929,"about_ca_system_score_gemma":0.00004245261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005966066,"about_ca_topic_score_gemma":0.00003906821,"domain_scores_codex":[0.9990324,0.0001453498,0.0005145266,0.00006096735,0.000139343,0.0001073537],"domain_scores_gemma":[0.9991391,0.00005105145,0.0004504808,0.0001667767,0.0001658975,0.00002673685],"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":[0.00002511185,0.00009419843,0.0004586433,0.00001710837,0.000005367684,0.000003019401,0.0004756859,0.00004514933,0.9947518,0.003950452,0.0000188279,0.0001547069],"study_design_scores_gemma":[0.000382877,0.0001525348,0.002487506,0.00001199728,0.00002535513,0.00002517918,0.0001824753,0.00003165973,0.9920073,0.004516553,0.0001300204,0.00004653242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807989,0.00006445099,0.01805009,0.0007203378,0.000132973,0.0001308148,0.00002399089,0.00000258425,0.00007585142],"genre_scores_gemma":[0.9976884,0.00001284869,0.002112902,0.0001556386,0.00001784744,0.000003110804,0.000006032245,0.000002890091,3.000671e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688952,"threshold_uncertainty_score":0.1836709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435992781527864,"score_gpt":0.2635323157616546,"score_spread":0.2491723879463759,"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."}}