{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766847,0.0002712992,0.0001071206,0.0001750984,0.00009663688,0.0001405907,0.0001046388,0.000138989,0.0007561338],"category_scores_gemma":[0.000189092,0.00009786236,0.0002118522,0.0001756179,0.0001566568,0.0002112525,0.0001454798,0.0002719305,0.000218736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089174,"about_ca_system_score_gemma":0.0001136649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006775341,"about_ca_topic_score_gemma":0.001114136,"domain_scores_codex":[0.9999276,0.000009477778,0.000007663883,0.00001535994,0.00002094587,0.00001891748],"domain_scores_gemma":[0.9998888,0.00002189328,0.00003326029,0.0000133781,0.0000226029,0.0000200217],"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":[0.00001132975,0.000003651246,0.00005226491,0.000009900412,0.000001225342,0.00001881002,0.00001008949,0.00002444489,0.9994593,0.000009818516,0.000003278757,0.0003959333],"study_design_scores_gemma":[0.000001330013,0.0000309895,0.001073975,0.00000162634,0.00000340574,0.00003292055,0.000009886106,0.0002154492,0.9982769,0.000005196066,0.0003460483,0.000002169024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912516,0.0004576407,0.0068702,0.00003158636,0.00001000788,0.00003244467,0.0001799209,0.00002965937,0.00113675],"genre_scores_gemma":[0.9914341,0.0003538367,0.006106349,0.0000191233,0.000003191628,0.00002635103,0.000211005,0.0000245822,0.001821441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007561338,"threshold_uncertainty_score":0.002529562,"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."}}