{"id":"W3187367671","doi":"10.3390/horticulturae7080241","title":"Digitalization of Clubroot Disease Index, a Long Overdue Task","year":2021,"lang":"en","type":"article","venue":"Horticulturae","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canola Council of Canada; Western Grains Research Foundation","keywords":"Clubroot; Biology; Plant disease; Plant disease resistance; Pathogen; Biotechnology; Botany; Microbiology; Gene; Genetics; Brassica","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000713694,0.000625063,0.0007483517,0.003026932,0.0003410781,0.001536681,0.000546552,0.0004733893,0.006326062],"category_scores_gemma":[0.002349914,0.0001406003,0.0003995643,0.001783351,0.0002757194,0.001337404,0.000800484,0.0005705449,0.004122193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362529,"about_ca_system_score_gemma":0.0004506619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627193,"about_ca_topic_score_gemma":0.00244813,"domain_scores_codex":[0.9994098,0.00005466826,0.00004545009,0.0001683593,0.0002629741,0.00005886432],"domain_scores_gemma":[0.9988789,0.0001747581,0.0001164074,0.0002117762,0.0005064564,0.000111723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006314201,0.000126294,0.01503881,0.0005760285,0.00008543606,0.0002215656,0.0001801606,0.003187469,0.09174962,0.002693491,0.03711978,0.8483898],"study_design_scores_gemma":[0.0001146264,0.0009798527,0.2097156,0.0003280869,0.000356625,0.00195236,0.001226665,0.2351633,0.2446269,0.01836464,0.2868318,0.0003396465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.189182,0.01016887,0.7229624,0.002193788,0.002395717,0.0005398786,0.02213446,0.02695191,0.02347101],"genre_scores_gemma":[0.5303011,0.007054438,0.3999323,0.0005474397,0.001100519,0.0005003273,0.0327268,0.001229148,0.02660781],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006326062,"threshold_uncertainty_score":0.02116275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007872740709567685,"score_gpt":0.193726713047991,"score_spread":0.1858539723384233,"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."}}