{"id":"W4200083145","doi":"10.18280/i2m.200504","title":"Experimental Determination and Modeling of the Moisture-Sorption Isotherms and Isosteric Heat of Tobacco Leaves","year":2021,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorption; Desorption; Thermodynamics; Adsorption; Isothermal process; Chemistry; Water activity; Gravimetric analysis; Equilibrium moisture content; Moisture; Water content; Tobacco product; Chromatography; Analytical Chemistry (journal); Organic chemistry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200699,0.0000708439,0.0001078578,0.00000821786,0.00006936573,0.00001892248,0.00005303489,0.00005640299,0.00001084513],"category_scores_gemma":[0.00002740748,0.00002935847,0.00003477042,0.00008797339,0.0000532283,0.0001015375,0.00005443598,0.00004409946,1.43198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057295,"about_ca_system_score_gemma":0.00000632071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119786,"about_ca_topic_score_gemma":0.00008318791,"domain_scores_codex":[0.9993936,0.00007941064,0.000182996,0.0001495958,0.0001149469,0.00007945595],"domain_scores_gemma":[0.999785,0.00004179405,0.00006803445,0.00003896719,0.00004894781,0.00001727124],"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":[0.0000243397,0.00002576162,0.01905475,0.000007335133,0.000005750646,1.635022e-7,0.0003849024,0.0007228949,0.9448047,0.00004657226,0.000001376805,0.0349215],"study_design_scores_gemma":[0.0004875036,0.0003211514,0.1282548,0.00005480311,0.00002711435,0.00001822357,0.004550966,0.0374467,0.8281256,0.0005626893,0.00001238124,0.0001380956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986806,0.0005472575,0.00009796063,0.0004305077,0.00007706809,0.00008834479,0.000008185263,0.00001178093,0.00005832496],"genre_scores_gemma":[0.9994368,0.00006392795,0.0003591167,0.00009220544,0.00002148695,0.000005418505,0.000009279947,7.624616e-7,0.00001099576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166791,"threshold_uncertainty_score":0.1197204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076789097112931,"score_gpt":0.2684363610462998,"score_spread":0.2276684700751705,"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."}}