{"id":"W3209498824","doi":"10.3390/jmse9111173","title":"Applications of Chitin in Medical, Environmental, and Agricultural Industries","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Environment and Climate Change Canada","funders":"","keywords":"Chitin; Biopolymer; Agriculture; Nanotechnology; Biochemical engineering; Biotechnology; Business; Ecology; Chemistry; Biology; Engineering; Chitosan; Polymer; Materials science; Organic chemistry","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":[0.0002141387,0.0004019896,0.0003565727,0.001094321,0.0002484754,0.0005400832,0.0002458003,0.0007966639,0.001765013],"category_scores_gemma":[0.0002316915,0.0001633542,0.0003755082,0.0008905521,0.0002763438,0.0005224633,0.0004025796,0.000628062,0.0004480172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592124,"about_ca_system_score_gemma":0.0002866808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003824961,"about_ca_topic_score_gemma":0.001141929,"domain_scores_codex":[0.999819,0.00002588143,0.00001690254,0.00003300953,0.00008216852,0.00002307485],"domain_scores_gemma":[0.999897,0.00005020131,0.00002149525,0.000003221786,0.00001987176,0.000008248347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001154694,0.000173282,0.001031864,0.0277531,0.0001142529,0.002322595,0.0004006734,0.001035877,0.3212526,0.01026676,0.007846477,0.6276871],"study_design_scores_gemma":[0.00002056924,0.0007621627,0.005240948,0.005140685,0.0002107775,0.009871842,0.0006632583,0.001223188,0.181896,0.005234648,0.7896526,0.00008333594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01132056,0.9707757,0.002997804,0.0005850275,0.0002530281,0.00001681559,0.00005844124,0.00003169143,0.01396102],"genre_scores_gemma":[0.07525267,0.91502,0.004704935,0.0004672673,0.0001914403,0.00002046988,0.00007439221,0.000007427882,0.00426136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001765013,"threshold_uncertainty_score":0.005904555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00421251467398468,"score_gpt":0.2007248936580171,"score_spread":0.1965123789840324,"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."}}