{"id":"W1861219361","doi":"10.1371/journal.pone.0136312","title":"Infection Efficiency of Four Phytophthora infestans Clonal Lineages and DNA-Based Quantification of Sporangia","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Phytodata; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Sporangium; Biology; Spore; Phytophthora infestans; Phytophthora ramorum; Pathogen; Polymerase chain reaction; Botany; Phytophthora; Blight; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000202895,0.00005543069,0.0001356627,0.00001328102,0.00003137795,0.000006875756,0.00004836953,0.00004880186,0.00001110951],"category_scores_gemma":[0.00007223491,0.0000231575,0.00002623517,0.0001887817,0.00005546954,0.00003950302,0.000009492504,0.00003494377,0.000001847461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005488273,"about_ca_system_score_gemma":0.00001001383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005232129,"about_ca_topic_score_gemma":0.0001015165,"domain_scores_codex":[0.9994317,0.00003320287,0.0001572133,0.000112974,0.0001883614,0.00007650962],"domain_scores_gemma":[0.9995942,0.00006674171,0.0001248412,0.00003407996,0.0001361832,0.0000439612],"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":[0.00003712472,0.0004191902,0.07550152,0.00004019538,0.000007007232,8.736299e-7,0.000008584877,0.00001279559,0.9232734,0.00005649199,0.000009200452,0.0006336261],"study_design_scores_gemma":[0.0001135224,0.0002425371,0.674691,0.00008470933,0.00002386355,8.696809e-7,0.0000201041,0.0006691613,0.323966,0.00004921377,0.000075219,0.00006385808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992831,0.000157316,0.000042316,0.000137288,0.00001826031,0.00009757274,0.00009635043,0.00001521219,0.0001525236],"genre_scores_gemma":[0.9994707,0.00004328634,0.0003501875,0.000008255907,0.0000425056,0.000002870532,0.00003869042,4.384684e-7,0.00004311031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5993074,"threshold_uncertainty_score":0.09443356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09053213264215654,"score_gpt":0.2262755226168991,"score_spread":0.1357433899747426,"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."}}