{"id":"W4319596418","doi":"10.3390/pr11020494","title":"Microwave-Osmo-Dehydro-Freezing and Storage of Pineapple Titbits—Quality Advantage","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dehydration; Osmotic dehydration; Chemistry; Moisture; Calcium; Food science; Control sample; Coating; Sodium; Calcium alginate; Sodium alginate; Water content; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005311067,0.0001091432,0.0001895175,0.0000195676,0.0001226622,0.00004689047,0.0001916551,0.00004551628,0.0000802126],"category_scores_gemma":[0.0002387309,0.00004808937,0.0000345743,0.0006238828,0.00007220916,0.0001683704,0.0001727634,0.00006082634,0.0000409493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006205034,"about_ca_system_score_gemma":0.000008860325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481527,"about_ca_topic_score_gemma":0.0006048554,"domain_scores_codex":[0.9990291,0.00005640572,0.0002487576,0.0002471774,0.0001991413,0.0002194451],"domain_scores_gemma":[0.9994639,0.0002409732,0.0001108257,0.00005715956,0.00006215426,0.00006496594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000107332,0.0003849198,0.05496221,0.005554734,0.0000881153,0.00002898029,0.001490097,0.00002733119,0.8288353,0.004154489,0.006770539,0.09759595],"study_design_scores_gemma":[0.0009064378,0.0005516302,0.3407516,0.0003668637,0.00007622437,0.00001260431,0.007108842,0.0002042353,0.1978829,0.01519581,0.4356413,0.00130155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958882,0.0007299609,0.00002068661,0.001230829,0.0000436293,0.0001428925,0.00007103319,0.0001286929,0.001744038],"genre_scores_gemma":[0.9978306,0.0004752783,0.00006891575,0.0002120911,0.00007602041,0.00001418922,0.00007392292,0.000001124933,0.001247806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6309524,"threshold_uncertainty_score":0.1961028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800150436596012,"score_gpt":0.2811390155284094,"score_spread":0.2331375111624492,"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."}}