{"id":"W2375069228","doi":"","title":"Approach of Vertical Cutting Method of Flue-cured Tobacco by Near Infrared Spectroscopy","year":2013,"lang":"en","type":"article","venue":"","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Curing of tobacco; Principal component analysis; Horticulture; Tobacco leaf; Environmental science; Chemistry; Botany; Mathematics; Biology; Engineering; Statistics; Agricultural 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":[0.00005701106,0.0001009883,0.0001750082,0.00002377886,0.00001288952,0.0000118998,0.00008045325,0.00007409993,0.00008247281],"category_scores_gemma":[0.00003773065,0.00007685138,0.00003615197,0.0001988579,0.000009052779,0.0001100497,0.00001634031,0.00007639707,0.000009047474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002112645,"about_ca_system_score_gemma":0.000004448695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004165456,"about_ca_topic_score_gemma":1.45225e-7,"domain_scores_codex":[0.9994342,0.00001061624,0.000211856,0.00008914374,0.0001053434,0.0001488798],"domain_scores_gemma":[0.9997435,0.0000268575,0.00001528379,0.000106779,0.00005698418,0.00005064168],"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":[0.000001613164,0.00002431485,0.00008990869,0.000091804,0.00003651012,5.879443e-8,0.0002086068,0.05416264,0.9360418,0.001565663,0.006293754,0.001483274],"study_design_scores_gemma":[0.0001270947,0.00002327875,0.0003581027,0.000011453,0.00001072364,0.000001524474,0.0001326939,0.4450219,0.5539824,0.0000452393,0.0001927906,0.00009280266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2333761,0.00006644368,0.7587565,0.00001092945,0.00007347387,0.0001457724,0.000002647988,0.000209572,0.007358543],"genre_scores_gemma":[0.6543239,0.000008011817,0.3453586,0.000006580324,0.00002301627,0.00001072729,0.00002304011,0.0000172154,0.0002288393],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4209478,"threshold_uncertainty_score":0.3133908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004066028995889172,"score_gpt":0.1914634636666882,"score_spread":0.1873974346707991,"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."}}