{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008049509,0.0002557321,0.0003020458,0.0002191187,0.00008409736,0.00019814,0.0001392903,0.0005469155,0.0009392648],"category_scores_gemma":[0.000008404128,0.0002495566,0.00002598393,0.0001201567,0.00002608819,0.0002244462,0.00003494565,0.0004528024,0.00003402922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639574,"about_ca_system_score_gemma":0.00008501807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007010666,"about_ca_topic_score_gemma":0.0190043,"domain_scores_codex":[0.9987047,0.00004793867,0.0002985492,0.0004647275,0.0001901112,0.0002939851],"domain_scores_gemma":[0.999639,0.00001617487,0.00009968926,0.0001327743,0.00001057872,0.0001017832],"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":[0.0001133677,0.00002827586,0.0004585056,0.0001164162,0.000005531075,0.00003234074,0.0008222167,0.000006968513,0.9951075,0.0001494171,0.00005742792,0.003102056],"study_design_scores_gemma":[0.0007372597,0.00005488598,0.08654447,0.0003801196,0.00003932701,0.00003803261,0.0008520749,0.00008158608,0.9104038,0.00009976532,0.0001924658,0.0005761989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826101,0.0005394032,3.345145e-7,0.00005684914,0.000352154,0.0002726042,0.00002360507,0.00006063901,0.01608429],"genre_scores_gemma":[0.9884389,0.00004348643,0.0001261103,0.00004592743,0.000109899,0.00001575231,0.0001905287,0.00003253156,0.01099684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08608596,"threshold_uncertainty_score":0.9999956,"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."}}