{"id":"W2097991649","doi":"10.7202/706088ar","title":"Comparison of decision methods to initiate fungicide applications against cercospora blight of carrot","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Agriculture and Agri-Food Canada; McGill University","funders":"McGill University","keywords":"Cercospora; Fungicide; Blight; Biology; Crop; Toxicology; Economic threshold; Relative humidity; Agronomy; Horticulture; Leaf spot; PEST analysis; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004004947,0.0007167243,0.0007229287,0.0007749603,0.0001641418,0.0006506394,0.0006289491,0.0005883424,0.0006537134],"category_scores_gemma":[0.01008314,0.0003299561,0.0004867105,0.0003465744,0.0001988964,0.0006265216,0.0002953105,0.0006128863,0.00008793294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479398,"about_ca_system_score_gemma":0.001023152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141507,"about_ca_topic_score_gemma":0.003256925,"domain_scores_codex":[0.9984788,0.0007575974,0.0001601546,0.0001797534,0.0002763113,0.0001474041],"domain_scores_gemma":[0.9848033,0.01215127,0.001296195,0.0003198333,0.0009179313,0.0005114856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01460462,0.001734464,0.04150864,0.000726994,0.0006872055,0.0001444372,0.000367502,0.6671346,0.01849353,0.002014352,0.00088156,0.2517021],"study_design_scores_gemma":[0.0005483897,0.005339995,0.01886145,0.00004209984,0.0002915085,0.00006945209,0.0001378387,0.9597077,0.01247853,0.001462975,0.0009717137,0.00008846317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582027,0.0007442305,0.03853386,0.0001949974,0.00006223036,0.0001650722,0.0001514869,0.0002473523,0.001698004],"genre_scores_gemma":[0.9856809,0.0002043313,0.01354534,0.00004544943,0.000009222963,0.00006644664,0.0001287064,0.00001151849,0.0003080856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141507,"threshold_uncertainty_score":0.02118039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064890130109982,"score_gpt":0.3535023806049537,"score_spread":0.2886122504949717,"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."}}