{"id":"W4403427689","doi":"10.26685/urncst.657","title":"An Alternative to Conventional Antibiotics - The Antimicrobial Properties of Deacetylated Chitin Extracted from Gongronella Butleri: A Research Protocol","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Chitin; Antimicrobial; Antibiotics; Microbiology; Protocol (science); Chemistry; Biology; Medicine; Biochemistry; Chitosan","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":[0.0006487881,0.0009087169,0.0006822759,0.0006993669,0.0005117069,0.0003864176,0.0006468173,0.0008072939,0.00413917],"category_scores_gemma":[0.0004118336,0.0002744178,0.0006695444,0.0006855917,0.0002652407,0.0004017565,0.0003614651,0.0009686762,0.001455161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840767,"about_ca_system_score_gemma":0.0006826122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006746986,"about_ca_topic_score_gemma":0.001505118,"domain_scores_codex":[0.9993396,0.00008695868,0.00007745175,0.000135336,0.0002736403,0.00008692643],"domain_scores_gemma":[0.9996276,0.0000567006,0.00008253035,0.00005455423,0.0001244811,0.000054052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003434525,0.0003189521,0.0001381305,0.0007196249,0.00001220814,0.0002896005,0.00004624791,0.0001383535,0.991407,0.0002453292,0.0004789581,0.005862154],"study_design_scores_gemma":[0.0001446072,0.005297095,0.003851694,0.0001897838,0.0001052736,0.0006824186,0.0001186079,0.0006053429,0.9405795,0.0002105617,0.04815625,0.00005888443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8333188,0.02425877,0.06859596,0.001085568,0.0009014985,0.03022166,0.01032185,0.0008548524,0.03044102],"genre_scores_gemma":[0.7138959,0.03471477,0.1395067,0.0009407065,0.0001721745,0.02724841,0.01912617,0.0001876606,0.06420763],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.00413917,"threshold_uncertainty_score":0.01384687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192822763326887,"score_gpt":0.4363478332625088,"score_spread":0.3170655569298201,"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."}}