{"id":"W2067993182","doi":"10.1038/ncomms4534","title":"Coiling and maturation of a high-performance fibre in hagfish slime gland thread cells","year":2014,"lang":"en","type":"article","venue":"Nature Communications","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; National Science Foundation; National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; University of Guelph","keywords":"Thread (computing); Hagfish; Computer science; Biology; Nanotechnology; Materials science; Biochemistry; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001501939,0.0000871186,0.0001315112,0.0001333475,0.0003307598,0.0003966183,0.0001386026,0.0002460109,0.0007951515],"category_scores_gemma":[0.0002351195,0.0001623383,0.0002061748,0.00008427596,0.00031857,0.000484121,0.0003644818,0.0003399555,0.0003156676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004370769,"about_ca_system_score_gemma":0.0002884175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224854,"about_ca_topic_score_gemma":0.002270262,"domain_scores_codex":[0.9999355,0.000004845599,0.000003562923,0.00001528496,0.00001577334,0.00002503063],"domain_scores_gemma":[0.9997197,0.00004044679,0.00004359827,0.00003347894,0.0000550008,0.0001076874],"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":[0.00009364231,0.00000588248,0.001886,0.0000151565,0.000002455761,0.00009801769,0.0001354273,0.000128932,0.9963042,0.0002517491,0.00004298311,0.00103557],"study_design_scores_gemma":[0.00002332786,0.0003991256,0.2360032,0.00002418569,0.00001456634,0.0005017798,0.0008267047,0.006756872,0.7503216,0.0003441926,0.004756753,0.00002760099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984729,0.00009041808,0.000772415,0.00002015865,0.00000508375,0.000004978665,0.00002263254,0.000009907822,0.0006014697],"genre_scores_gemma":[0.9980074,0.0000383707,0.0004441897,0.00001088313,0.000002954646,0.000006398838,0.00006264451,0.000008606654,0.001418651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224854,"threshold_uncertainty_score":0.004423797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006480007398088834,"score_gpt":0.2416414919038687,"score_spread":0.2351614845057798,"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."}}