{"id":"W4405797158","doi":"10.1016/j.clcb.2024.100131","title":"Assessing hygrothermal effects on the evaporative cooling of fruits with waste palm fruit fibre pads","year":2024,"lang":"en","type":"article","venue":"Cleaner and Circular Bioeconomy","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Tertiary Education Trust Fund","keywords":"Palm; Evaporative cooler; Materials science; Environmental science; Horticulture; Biology; Engineering; Mechanical engineering","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":[0.0001068984,0.0001293721,0.0001444816,0.000007596248,0.0001468624,0.0001627803,0.00007774382,0.00004452487,0.00007541867],"category_scores_gemma":[0.000003932111,0.00003627028,0.00005067991,0.00006530262,0.0000672383,0.0001299929,0.00002455682,0.00008013559,0.00002334019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062459,"about_ca_system_score_gemma":0.00000886266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003663537,"about_ca_topic_score_gemma":0.00001685437,"domain_scores_codex":[0.9993882,0.00005361998,0.0001026399,0.0002287728,0.00007468021,0.0001520692],"domain_scores_gemma":[0.9996554,0.0002006455,0.00003831793,0.0000464375,0.00001548472,0.00004372205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001839414,0.0001455189,0.04341693,0.0003284423,0.0007493251,0.0001996931,0.001303561,0.0001068307,0.3097049,0.001088782,0.0003373736,0.6424347],"study_design_scores_gemma":[0.001340243,0.003393638,0.2361351,0.002718511,0.0004382753,0.0001581397,0.008344442,0.003984401,0.6983382,0.001144155,0.04245035,0.001554512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965354,0.001075313,0.000005558009,0.0005158684,0.00005496918,0.0002109729,0.00002212591,0.00002500114,0.001554761],"genre_scores_gemma":[0.9995611,0.00003576487,0.000009836211,0.0001775691,0.00007040735,0.00001583306,0.00001990635,0.000001796886,0.0001078003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408802,"threshold_uncertainty_score":0.1569694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053946274792485,"score_gpt":0.2158463837164817,"score_spread":0.1953069209685568,"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."}}