{"id":"W7135164452","doi":"","title":"Structure-properties relationships of alginate-based bioplastic films","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Bioplastic; Sugar industry; Sorption","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002600976,0.0003190901,0.0001654036,0.0002673602,0.0001679106,0.0003541108,0.0002142004,0.0003182055,0.001244588],"category_scores_gemma":[0.0005001952,0.0002032447,0.0002861237,0.0002810211,0.0001178732,0.0002885146,0.0001129301,0.0004161014,0.0002523914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167088,"about_ca_system_score_gemma":0.0001821034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434792,"about_ca_topic_score_gemma":0.002439383,"domain_scores_codex":[0.9998254,0.00001952394,0.00002138489,0.00003113389,0.00007330339,0.00002937682],"domain_scores_gemma":[0.9996976,0.00008380024,0.00009776632,0.00001093215,0.00008881348,0.0000211636],"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":[0.00006293428,0.00001892337,0.0003750572,0.00008198406,0.000008536647,0.00003950179,0.00003998885,0.0002701142,0.9964695,0.00004711694,0.00003581365,0.00255055],"study_design_scores_gemma":[0.00000523911,0.0002808906,0.005309931,0.00001373193,0.00002706789,0.00006093123,0.00003173482,0.001815358,0.9910369,0.00002523838,0.00138239,0.00001062456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989522,0.00519326,0.002516971,0.00006329027,0.00003361019,0.00002860011,0.0003231178,0.00003973982,0.002279345],"genre_scores_gemma":[0.99306,0.002276706,0.001881747,0.00004203316,0.000006284788,0.00002338026,0.0002699277,0.0000157177,0.002424272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434792,"threshold_uncertainty_score":0.004163504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05921652757856783,"score_gpt":0.2792062670556292,"score_spread":0.2199897394770614,"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."}}