{"id":"W7033463292","doi":"","title":"Plectosphaerella cucuminera: a potential bioherbicide for Cirsium arvense","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirsium arvense; Bioherbicide; Weed; Biological pest control; Pasture; Conidium; Fungal disease; Greenhouse","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001019799,0.0003149714,0.0002885553,0.0002502369,0.0001577487,0.0003097727,0.0002026677,0.0002408892,0.001118949],"category_scores_gemma":[0.00008126513,0.00008723473,0.0001182518,0.0001835854,0.0001034065,0.0001507562,0.0002071964,0.0001853028,0.0001698505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062848,"about_ca_system_score_gemma":0.0002172567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684783,"about_ca_topic_score_gemma":0.01256997,"domain_scores_codex":[0.9999434,0.0000113667,0.0000029418,0.00001320433,0.00001581606,0.00001326286],"domain_scores_gemma":[0.9999398,0.000005672217,0.00001589663,0.000004367352,0.00001576032,0.00001858905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001199915,0.00004263717,0.0004132467,0.0001836197,0.000006943963,0.00006652751,0.00002498324,0.0002891615,0.9897608,0.0000721099,0.00008218561,0.008937753],"study_design_scores_gemma":[0.00009728051,0.002700882,0.01745581,0.0000514255,0.00004997782,0.0004609344,0.0001108611,0.001796551,0.9585422,0.00007059149,0.01864597,0.00001765898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854084,0.008254016,0.001889346,0.0001968948,0.00002134255,0.0001016274,0.0003245649,0.00009490696,0.003708836],"genre_scores_gemma":[0.9937883,0.001849808,0.001921491,0.00002724088,0.000005309033,0.00002372098,0.0002715502,0.00000895056,0.002103495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004684783,"threshold_uncertainty_score":0.009315014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09153472316938296,"score_gpt":0.2688221757924599,"score_spread":0.177287452623077,"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."}}