{"id":"W2121408256","doi":"10.1021/bm3011837","title":"The Production of Fibers and Films from Solubilized Hagfish Slime Thread Proteins","year":2012,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University; University of Guelph","funders":"","keywords":"Hagfish; Protein filament; Thread (computing); Solubilization; SILK; Synthetic fiber; Materials science; Chemistry; Chemical engineering; Polymer science; Fiber; Composite material; Biochemistry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003432651,0.0001228839,0.000143095,0.00002117168,0.000264363,0.00008035253,0.0001759805,0.0000602193,0.0001057065],"category_scores_gemma":[0.00008974926,0.00008023245,0.00003836182,0.0001022679,0.0003289745,0.0001192909,0.00008123217,0.00002179411,0.00004952809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001056033,"about_ca_system_score_gemma":0.00002378594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667058,"about_ca_topic_score_gemma":0.00003783593,"domain_scores_codex":[0.9990185,0.0000745429,0.0002465995,0.0002354242,0.0001634043,0.000261542],"domain_scores_gemma":[0.9992814,0.00007610964,0.0001606094,0.0003591013,0.00005081737,0.00007195534],"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":[0.00003594831,0.00006507273,0.0003937754,0.00001209973,0.000009485764,2.573936e-7,0.0001585638,1.319443e-7,0.9970041,0.000772922,0.0007638059,0.0007838628],"study_design_scores_gemma":[0.0001406764,0.00003022174,0.01055534,0.00002413408,0.00002174129,0.000005349163,0.0001086752,0.000004014832,0.9869903,0.0006715061,0.001340582,0.0001074769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971882,0.000940096,0.00009039383,0.0005838076,0.0004934815,0.0004532959,0.0001112641,0.00006413533,0.00007538869],"genre_scores_gemma":[0.9943704,0.00004000003,0.005193052,0.0000228554,0.0001445718,0.0001247492,0.00002257205,0.00001387352,0.00006792426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016157,"threshold_uncertainty_score":0.3271784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580808906356902,"score_gpt":0.2471136850220934,"score_spread":0.2313055959585244,"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."}}