{"id":"W1974143383","doi":"10.2495/rav060381","title":"Structure evolution of spider silk liquid crystalline precursor material","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Liquid crystal; Spider silk; SILK; Spinning; Materials science; Lyotropic; Structuring; Extrusion; Polymer science; Composite material; Liquid crystalline; Optoelectronics","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":[0.0001708604,0.0001167561,0.0001721106,0.00003142489,0.0002245296,0.00001360187,0.00009905222,0.0001001079,0.002506094],"category_scores_gemma":[0.000001741901,0.00007829602,0.00004160779,0.00003424744,0.0004760077,0.00004530473,0.00000598851,0.0000494526,0.00003700058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004975413,"about_ca_system_score_gemma":0.00001274115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057996,"about_ca_topic_score_gemma":0.00006178354,"domain_scores_codex":[0.9991887,0.0001020389,0.0002539607,0.0002098922,0.00009376877,0.0001516707],"domain_scores_gemma":[0.9995935,0.00006312834,0.0001047702,0.0002066362,0.000006867127,0.00002508854],"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":[0.0006384825,0.0002498438,0.00004344306,0.00001196767,0.00001383119,4.569245e-7,0.00003632157,0.006779536,0.9877585,0.004358862,0.00002395484,0.00008483428],"study_design_scores_gemma":[0.001503109,0.0004273655,0.0136362,0.000007822878,0.0001024167,0.00001262855,0.00004358891,0.0001658208,0.977485,0.005498598,0.0009756519,0.0001417919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822327,0.00004675063,0.01603052,0.0007549871,0.000212731,0.0003503294,0.0002883069,0.00002279992,0.00006083742],"genre_scores_gemma":[0.9990853,0.0000206055,0.0005041491,0.00004912002,0.00006592186,0.00008964555,0.00001654364,0.000008888244,0.0001598234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685256,"threshold_uncertainty_score":0.9984058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003881141007769266,"score_gpt":0.1854397040599266,"score_spread":0.1815585630521573,"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."}}