{"id":"W7161830552","doi":"10.82308/39369","title":"Comparative performance of solar cabinet, vacuum assisted solar and open sun drying methods","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Food Drying and Modeling","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solar energy; Solar atmosphere; Atmosphere (unit)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008847242,0.0002445974,0.0005813924,0.00002885287,0.0002787915,0.0001105483,0.0003960941,0.0002676332,0.0001216725],"category_scores_gemma":[0.00002467592,0.00009450747,0.00008024139,0.0002310817,0.00003369057,0.000182074,0.0001012526,0.0002679357,0.000003859258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726298,"about_ca_system_score_gemma":0.00002264254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798567,"about_ca_topic_score_gemma":0.002733428,"domain_scores_codex":[0.9986351,0.000119919,0.0004092607,0.0003883196,0.0001858274,0.0002616051],"domain_scores_gemma":[0.999158,0.0002311915,0.0002656379,0.00006480746,0.0001926761,0.0000876446],"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":[0.0003944656,0.0001282957,0.001258353,0.0001835201,0.0001334177,0.000001765836,0.001395298,0.0000252818,0.6208652,0.0001094121,0.0003470454,0.3751579],"study_design_scores_gemma":[0.0007969817,0.001948798,0.2920689,0.0009720359,0.0002878793,0.00001540872,0.01683952,0.01280954,0.6640443,0.0002306693,0.008307264,0.001678718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848098,0.0006280366,0.00005639071,0.00003340169,0.0001912576,0.0003242276,0.00001389265,0.00003625979,0.01390674],"genre_scores_gemma":[0.9805695,0.0001511962,0.01143672,0.00005251111,0.00007247977,0.00001444539,0.000603481,0.000002080737,0.00709762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734792,"threshold_uncertainty_score":0.3853903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066614434564871,"score_gpt":0.3932215076499083,"score_spread":0.2865600641934212,"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."}}