{"id":"W4297826086","doi":"","title":"Development of functional packaging for food application","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum","funders":"","keywords":"Food packaging; Computer science; Biochemical engineering; Process engineering; Food science; Engineering; 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":[0.0004118479,0.0003861004,0.0001187184,0.0002518417,0.000106258,0.0004631328,0.000231035,0.0004026915,0.00487941],"category_scores_gemma":[0.0003059058,0.0001406045,0.0002303138,0.0002510132,0.000104854,0.0005983835,0.0001940083,0.0002932887,0.001459552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493863,"about_ca_system_score_gemma":0.0001730973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752048,"about_ca_topic_score_gemma":0.0002403452,"domain_scores_codex":[0.9998699,0.0000230029,0.000008525885,0.00002788453,0.00005633012,0.00001423381],"domain_scores_gemma":[0.9998872,0.00002248436,0.00001723798,0.00001146492,0.00005011969,0.00001148608],"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":[0.000034721,0.00006549769,0.0005257156,0.000544615,0.00001117622,0.0001843318,0.0001082097,0.0002561974,0.8829277,0.002502808,0.001150716,0.1116883],"study_design_scores_gemma":[0.00001020175,0.0008016835,0.006322397,0.0001500738,0.00004288712,0.0008724871,0.000141354,0.001824234,0.8145534,0.0007173732,0.1745481,0.00001569687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6816474,0.03214195,0.1542065,0.001626438,0.0009626372,0.0007561626,0.001212371,0.00114268,0.1263039],"genre_scores_gemma":[0.7914448,0.01675916,0.1443597,0.0007928895,0.000132191,0.0003520493,0.001606775,0.0001869342,0.0443655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00487941,"threshold_uncertainty_score":0.01632327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639657656876038,"score_gpt":0.2254225371457499,"score_spread":0.1990259605769896,"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."}}