{"id":"W3119294462","doi":"10.14674/ijfs-1290","title":"AN INVESTIGATION OF THE MECHANICAL, MICROSTRUCTURAL AND THERMO-MECHANICAL PROPERTIES OF COLLAGEN FILMS CROSS-LINKED WITH SMOKE CONDENSATE AND GLUTARALDEHYDE","year":2019,"lang":"en","type":"article","venue":"Italian Journal of Food Science","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Glutaraldehyde; Elongation; Ultimate tensile strength; Materials science; Opacity; Transmission electron microscopy; Composite material; Extrusion; Chemical engineering; Chemistry; Chromatography; Nanotechnology; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002006071,0.0003495959,0.0001388844,0.000272737,0.0001364647,0.0001302971,0.00009960002,0.0002209819,0.0006854137],"category_scores_gemma":[0.0001560282,0.0001513987,0.0002153739,0.0002291687,0.0001633606,0.0001578487,0.00008970885,0.0003377147,0.0001254712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007653,"about_ca_system_score_gemma":0.00008260209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005346057,"about_ca_topic_score_gemma":0.001231865,"domain_scores_codex":[0.9999118,0.00001363956,0.000006586508,0.00001727708,0.00003228879,0.00001847036],"domain_scores_gemma":[0.9997458,0.00006267839,0.00006938752,0.00001728163,0.0000619396,0.0000429215],"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":[0.00001530362,0.00000394159,0.0001393729,0.00001074201,0.000002018334,0.00001283803,0.000009025831,0.000007587953,0.9996048,0.000002239974,0.00000131106,0.0001910214],"study_design_scores_gemma":[0.000002938858,0.0004230676,0.02245336,0.000005093901,0.00002341046,0.0001631496,0.00004592348,0.0002013871,0.9761451,0.000008281626,0.0005240642,0.000004293473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972869,0.0008794853,0.00124864,0.00001419662,0.000009324319,0.0000131938,0.000114667,0.000009729984,0.0004239439],"genre_scores_gemma":[0.9955004,0.0007635463,0.002084374,0.00003111044,0.00000771855,0.00002073895,0.0003109006,0.00001611202,0.001265055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006854137,"threshold_uncertainty_score":0.002292991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140983138676771,"score_gpt":0.246086030414088,"score_spread":0.2246761990273203,"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."}}