{"id":"W2590035457","doi":"10.17660/actahortic.2015.1068.5","title":"A PHENOLOGY MODEL FOR CODLING MOTH MANAGEMENT IN QUEBEC APPLE ORCHARDS","year":2015,"lang":"en","type":"article","venue":"Acta Horticulturae","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministère de l'Agriculture et de l'Alimentation; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Codling moth; Phenology; Tortricidae; Horticulture; Forestry; Biology; Environmental science; Agronomy; PEST analysis; Geography; Ecology; Lepidoptera genitalia","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001223455,0.0001154093,0.0001758783,0.000009217018,0.0001031552,0.0000195475,0.000146575,0.00007638881,0.00001160375],"category_scores_gemma":[0.00003846254,0.00004215648,0.00004541566,0.0001455807,0.0000426524,0.0001244051,0.00007023709,0.00006494088,0.00001460769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388648,"about_ca_system_score_gemma":0.000006061394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005107259,"about_ca_topic_score_gemma":0.009923508,"domain_scores_codex":[0.999201,0.00002372549,0.0001830176,0.0002396869,0.00009165934,0.0002608998],"domain_scores_gemma":[0.9997191,0.00005851781,0.00005781841,0.00003716855,0.00007068695,0.00005667685],"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":[0.001035543,0.0009693196,0.006835956,0.00006663493,0.0004649371,0.00002477136,0.01081076,0.004482539,0.7155815,0.01935355,0.134294,0.1060805],"study_design_scores_gemma":[0.006156033,0.0009681418,0.4666632,0.0001448979,0.000245716,0.00002473683,0.0598952,0.1104917,0.00635646,0.0239678,0.3225164,0.002569678],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967175,0.00007132754,0.00006131018,0.001682738,0.00006369401,0.0003529718,0.00005189527,0.00005390655,0.0009447213],"genre_scores_gemma":[0.9964406,0.00003898141,0.00037592,0.0003697563,0.0000766552,0.000176952,0.0002050948,6.741158e-7,0.002315365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.709225,"threshold_uncertainty_score":0.553755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574408007716563,"score_gpt":0.2607418916468571,"score_spread":0.1949978115696915,"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."}}