{"id":"W3206408727","doi":"10.26434/chemrxiv.13369043.v1","title":"Collagen Pentablock Copolymers Form Smectic Liquid Crystals as Precursors for Mussel Byssus Fabrication","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Byssus; Nanotechnology; Polymer; Materials science; Mesophase; Fabrication; Liquid crystal; Nanostructure; Supramolecular chemistry; Chemistry; Mytilus; Crystallography; Crystal structure; Biology; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003252668,0.0004339828,0.0005230455,0.0001336999,0.0002709651,0.0003563523,0.0005405983,0.000414277,0.002102233],"category_scores_gemma":[0.0006018875,0.0004756445,0.0002462633,0.0002890063,0.00007632365,0.0002563469,0.000330134,0.0001790732,0.000394727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376394,"about_ca_system_score_gemma":0.0004796294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006480755,"about_ca_topic_score_gemma":0.00001263012,"domain_scores_codex":[0.9974478,0.00007464175,0.0006535705,0.0009778455,0.0004131015,0.0004330328],"domain_scores_gemma":[0.9978532,0.0001720117,0.0007487744,0.0006075609,0.0003624121,0.0002561023],"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":[0.0004987607,0.0001142954,0.00001274914,0.0005316523,0.00004151488,0.000003475348,0.00126004,0.00003224186,0.9888727,0.0001467222,0.007885975,0.0005998733],"study_design_scores_gemma":[0.0006172373,0.0002187577,0.0001440098,0.0000997751,0.0001778119,0.00001146334,0.0004957091,0.0009866739,0.9462624,0.0007843415,0.04960481,0.000597069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789528,0.0002287086,0.007296158,0.002836671,0.003532851,0.002794051,0.0001333887,0.000485052,0.003740324],"genre_scores_gemma":[0.9932116,0.0001324963,0.0007395472,0.0007283869,0.0007531386,0.0009586053,0.0007416619,0.00009182131,0.002642771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04261036,"threshold_uncertainty_score":0.9997695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921606191418208,"score_gpt":0.2870336358302684,"score_spread":0.2578175739160863,"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."}}