{"id":"W2904478806","doi":"10.1016/j.lwt.2018.12.012","title":"Alcalase-assisted production of fish skin gelatin rich in high molecular weight (HMW) polypeptide chains and their characterization for film forming capacity","year":2018,"lang":"en","type":"article","venue":"LWT","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gelatin; Chemistry; Solubility; Ultimate tensile strength; Elongation; Aqueous solution; Hydroxyproline; Fourier transform infrared spectroscopy; Chromatography; Nuclear chemistry; Polymer chemistry; Chemical engineering; Biochemistry; Materials science; Organic 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":[0.0001875936,0.0001310796,0.0001890415,0.0001266779,0.0001144782,0.00004106923,0.00007431053,0.0000936259,0.0001152997],"category_scores_gemma":[0.0001193125,0.0001213357,0.00003109465,0.0002653895,0.00007244076,0.0003638218,0.00002788668,0.00004915415,0.000005545357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180307,"about_ca_system_score_gemma":0.00001346036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005608327,"about_ca_topic_score_gemma":0.0001910392,"domain_scores_codex":[0.9989949,0.00006751435,0.0003322004,0.0002985401,0.0001177207,0.0001891483],"domain_scores_gemma":[0.9993382,0.00003072603,0.0002550688,0.0001831449,0.0001499001,0.00004296057],"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":[0.00006697982,0.0000696121,0.0005705875,0.00004810216,0.000004392133,3.959076e-7,0.000904284,0.000003056692,0.9947263,0.0003090875,0.00004874395,0.003248481],"study_design_scores_gemma":[0.0003417208,0.00007506632,0.1274432,0.00004720883,0.000008235948,0.000006865178,0.00007579484,0.001459691,0.8689187,0.00008436078,0.001418278,0.0001208587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895113,0.000003250097,0.008618628,0.0005611365,0.0006161623,0.0004756689,0.00009363479,0.00004467348,0.00007557399],"genre_scores_gemma":[0.9982553,0.000008589609,0.0007933758,0.000164632,0.0002090752,0.00005585101,0.0001669972,0.0000174294,0.000328742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268726,"threshold_uncertainty_score":0.4947926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289533903927566,"score_gpt":0.2212746750001693,"score_spread":0.2083793359608936,"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."}}