{"id":"W2314367108","doi":"10.1021/am503564m","title":"Genipin Cross-Linked Nanocomposite Films for the Immobilization of Antimicrobial Agent","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; FPInnovations; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Genipin; Nisin; Nanocomposite; Chitosan; Materials science; Antimicrobial; Nuclear chemistry; Food science; Chemistry; Nanotechnology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001112203,0.0003332269,0.0005257025,0.0000860478,0.0003223939,0.0004236232,0.0008877906,0.0001447254,0.0004282853],"category_scores_gemma":[0.00004625872,0.0002471685,0.00005116023,0.0001322359,0.0002906444,0.0001931035,0.000320602,0.00006680067,0.0001662819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003334737,"about_ca_system_score_gemma":0.00002994314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000835692,"about_ca_topic_score_gemma":0.000008774044,"domain_scores_codex":[0.9977626,0.00009326745,0.0008683067,0.0005341157,0.0002600259,0.0004817134],"domain_scores_gemma":[0.9982645,0.0003036731,0.0005812608,0.0006414346,0.0001606709,0.00004844299],"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":[0.000445352,0.00006418382,0.00003150931,0.0001935801,0.00003653106,1.708542e-7,0.0005026725,0.001014403,0.9950536,0.001654742,0.0007519212,0.0002512749],"study_design_scores_gemma":[0.0008767601,0.0001163287,0.0002254746,0.00006953654,0.0000704167,0.000005767835,0.00004931884,0.00002723459,0.9973201,0.0002375714,0.0007198896,0.0002815745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931945,0.00006673687,0.002732737,0.00009906381,0.001799453,0.001471732,0.0002525165,0.0001372578,0.0002460525],"genre_scores_gemma":[0.9955283,0.00001590028,0.003554627,0.0001817855,0.0002110852,0.0002444475,0.00008271002,0.00006471874,0.0001164205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002333855,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366960128484626,"score_gpt":0.2637128906638011,"score_spread":0.2500432893789548,"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."}}