{"id":"W4233975524","doi":"10.21611/qirt.2008.02_01_14","title":"Chosen aspects of thermographic studies on detection of physiological disorders and mechanical defects in apples","year":2008,"lang":"en","type":"article","venue":"","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Thermography; Computer science; Biomedical engineering; Medicine; Optics; Infrared; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004834572,0.0001003183,0.0002947538,0.0001283256,0.00003088533,0.000001083486,0.00006170209,0.00008234619,0.0000525858],"category_scores_gemma":[0.0001349225,0.0000715965,0.000073113,0.0004178416,0.000172562,0.00002002342,0.00003172525,0.0001027118,5.155921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292924,"about_ca_system_score_gemma":0.000006282145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005103443,"about_ca_topic_score_gemma":0.0001170347,"domain_scores_codex":[0.9993945,0.00001412254,0.0001896155,0.0001807556,0.0001136147,0.0001074309],"domain_scores_gemma":[0.9995947,0.0001687545,0.00008333241,0.0001110768,0.00001990352,0.00002224671],"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":[0.00005306709,0.0002116336,0.00935732,0.00007540852,0.00009895785,0.00000142681,0.0001072467,0.00001333865,0.9883472,0.001455445,0.000004137434,0.0002748392],"study_design_scores_gemma":[0.0003419638,0.0001523109,0.027372,0.00001446556,0.00003069032,0.000001743909,0.0008040971,0.0000413268,0.9677246,0.003436644,0.000002290132,0.00007790241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960905,0.0009088309,0.00002636745,0.00001276777,0.000008254046,0.00003360613,0.000001278537,0.00002161787,0.002896799],"genre_scores_gemma":[0.998163,0.001741805,0.00003434123,0.00001078876,0.00001186847,0.000007595406,8.505113e-7,0.000005156393,0.00002452607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062261,"threshold_uncertainty_score":0.2919621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324178143200024,"score_gpt":0.2804636371478688,"score_spread":0.2480458228278664,"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."}}