{"id":"W7162012294","doi":"10.82308/17538","title":"Chitin and chitosan industry and its potential in Quebec","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitosan; Chitin; Shrimp; Cellulose; Pharmaceutical industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442473,0.0002959879,0.00009067503,0.001164157,0.002094492,0.002672308,0.0004401126,0.0006232389,0.02241802],"category_scores_gemma":[0.000415682,0.0001422714,0.0002634482,0.00175835,0.0004729434,0.0007842986,0.0003464273,0.0005017534,0.001343439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04719751,"about_ca_system_score_gemma":0.03625511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834854,"about_ca_topic_score_gemma":0.9926266,"domain_scores_codex":[0.9996358,0.00002274759,0.000007154228,0.0000407116,0.0001530126,0.0001405107],"domain_scores_gemma":[0.999588,0.00002600867,0.00002834035,0.000008703751,0.0002425469,0.0001065319],"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":[0.0004176668,0.0004697038,0.05567186,0.000987642,0.0000762278,0.00227172,0.001563816,0.005899893,0.01428664,0.1148141,0.3172552,0.4862856],"study_design_scores_gemma":[0.00003586665,0.0001136667,0.1154556,0.0004392936,0.00002674478,0.0002812695,0.001945305,0.003169036,0.002279179,0.002450916,0.8737441,0.00005904879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1537211,0.07307022,0.001475077,0.0395589,0.0006652905,0.0001965136,0.005866014,0.0002422802,0.7252046],"genre_scores_gemma":[0.5292036,0.04832613,0.002028273,0.002914318,0.0001252261,0.00005563131,0.002391959,0.00002682029,0.414928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04719751,"threshold_uncertainty_score":0.3424435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005297956048836153,"score_gpt":0.2381748074388112,"score_spread":0.2328768513899751,"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."}}