{"id":"W2319009529","doi":"10.21273/horttech.23.2.207","title":"Steam as a Preplant Soil Disinfestant Tool in California Cut-flower Production","year":2013,"lang":"en","type":"article","venue":"HortTechnology","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chloropicrin; Agronomy; Verticillium dahliae; Horticulture; Biology; Soil solarization; Environmental science; Fumigation","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001430791,0.0001540553,0.0001767809,0.00005783876,0.00006735798,0.00003573386,0.0002967899,0.0001802087,0.0004717914],"category_scores_gemma":[0.000107539,0.00006517595,0.00004336132,0.0003760921,0.0000814852,0.0001547199,0.0001666351,0.0001748881,0.0005059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674815,"about_ca_system_score_gemma":0.000006810466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000633489,"about_ca_topic_score_gemma":0.02013409,"domain_scores_codex":[0.9987736,0.0000381529,0.0002477189,0.000422502,0.0001544401,0.0003636171],"domain_scores_gemma":[0.9996896,0.00002716355,0.00007189822,0.0001435586,0.00003352054,0.00003419105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001741657,0.001392988,0.2337798,0.00006753288,0.00007793681,0.0003568067,0.00008299734,0.00001532448,0.30516,0.007459084,0.09754872,0.3538846],"study_design_scores_gemma":[0.0006453862,0.001319323,0.5664649,0.0002795614,0.00008278154,0.0003804728,0.002171728,0.0006457322,0.1273053,0.07743549,0.2211524,0.002116874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991695,0.00005643641,0.000005322068,0.005063327,0.00008590623,0.0007680677,0.00003597142,0.0007450129,0.001544987],"genre_scores_gemma":[0.9986644,0.0001297252,0.0000656849,0.0002688859,0.00005459403,0.0003313004,0.00008322539,0.000001530872,0.0004006814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517677,"threshold_uncertainty_score":0.9977459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006274633349483323,"score_gpt":0.1882560236411066,"score_spread":0.1819813902916233,"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."}}