{"id":"W4367321680","doi":"10.1007/s42690-023-01001-x","title":"Modeling and optimizing the changes in physical properties of olives in response to attacks of olive fruit fly (Bactrocera oleae (Gmelin))","year":2023,"lang":"en","type":"article","venue":"International Journal of Tropical Insect Science","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Chicoutimi","funders":"","keywords":"Orchard; Tephritidae; Biology; Bactrocera; Altitude (triangle); Response surface methodology; Horticulture; Cultivar; Ripening; Toxicology; Animal science; PEST analysis; Mathematics; Statistics","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":[0.0006778723,0.00007990186,0.0002006318,0.0001785748,0.00004727057,0.00004585866,0.000643591,0.0000327359,0.000005387775],"category_scores_gemma":[0.0003695687,0.00003034195,0.00005843855,0.0005522023,0.0002159303,0.0001989508,0.0001531019,0.000178868,5.336782e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005375972,"about_ca_system_score_gemma":0.00004201565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002688922,"about_ca_topic_score_gemma":0.0003647956,"domain_scores_codex":[0.998714,0.00009493833,0.0003304691,0.0001367741,0.000549815,0.0001739864],"domain_scores_gemma":[0.9992851,0.0001757758,0.0001235113,0.00003684917,0.0003281803,0.00005060581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005923504,0.00006353037,0.004238432,0.000003250324,0.00000398742,0.000009856807,0.001575997,0.0008242743,0.9852819,0.0001482364,0.000001406425,0.007256821],"study_design_scores_gemma":[0.0004868329,0.001347825,0.6932146,0.0006146122,0.00000928826,0.00003803657,0.002186733,0.0263137,0.274644,0.0009630776,0.00001789379,0.0001634337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972471,0.00006500987,0.00002121077,0.002465261,0.00007876688,0.000098308,0.000004651126,0.000007157481,0.00001253166],"genre_scores_gemma":[0.9995543,0.0001180036,0.0001266386,0.00009666367,0.00009267584,0.000006131619,1.887835e-7,8.333992e-7,0.000004566373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7106379,"threshold_uncertainty_score":0.1237309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558248011171175,"score_gpt":0.3001680158638361,"score_spread":0.2445855357521243,"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."}}