{"id":"W2080190894","doi":"10.1515/hf.2008.071","title":"Water absorption thermodynamics in single wood pellets modelled by multivariate near-infrared spectroscopy","year":2008,"lang":"en","type":"article","venue":"Holzforschung","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Sveriges Lantbruksuniversitet; University of Manitoba","keywords":"Pellets; Water content; Pellet; Analytical Chemistry (journal); Chemistry; Absorbance; Materials science; Thermodynamics; Composite material; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001151971,0.0003443501,0.0004341318,0.000155265,0.0002166781,0.00006196821,0.0003114573,0.0002751197,0.002367839],"category_scores_gemma":[0.00003811042,0.0002921965,0.000160935,0.000400964,0.0001176936,0.0002501205,0.00008753757,0.0004268945,0.0001949835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978485,"about_ca_system_score_gemma":0.00004041869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002518525,"about_ca_topic_score_gemma":0.00001893431,"domain_scores_codex":[0.9979617,0.00002616644,0.0004495819,0.0005271924,0.0003295237,0.0007058511],"domain_scores_gemma":[0.9991928,0.00005440922,0.0001106831,0.000465181,0.00004861704,0.0001283489],"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":[0.0001156186,0.0003916659,0.001382751,0.00003125518,0.00006378708,0.00003838729,0.001023679,0.0008061574,0.9955241,0.00002961037,0.0005345062,0.00005849189],"study_design_scores_gemma":[0.001737672,0.0000479162,0.000338915,0.00002132011,0.00006013842,0.00002959429,0.0001818728,0.03864735,0.9570425,0.0005865574,0.0008261182,0.0004800285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497336,0.0004080212,0.003541428,0.0000827212,0.00005637569,0.0001012477,0.00002484471,0.0001632479,0.04588849],"genre_scores_gemma":[0.9885872,0.0001632043,0.002237463,0.00008987848,0.0000899494,0.00002516926,0.0001996311,0.00006527537,0.008542253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885356,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746654513032899,"score_gpt":0.2420283712887395,"score_spread":0.2245618261584105,"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."}}