{"id":"W2168629774","doi":"10.1525/hsns.2008.38.2.223","title":"Potato Agriculture, Late Blight Science, and the Molecularization of Plant Pathology","year":2008,"lang":"en","type":"article","venue":"Historical Studies in the Natural Sciences","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Phytophthora infestans; Blight; Oomycete; Biology; Biological sciences; Agriculture; Plant disease; Botany; Biotechnology; Ecology; Pathogen; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001635392,0.000280051,0.0002333524,0.002427473,0.002328208,0.003678806,0.0003351529,0.001206593,0.002403049],"category_scores_gemma":[0.001853275,0.0001838445,0.0001318907,0.001597859,0.01680381,0.005300459,0.00167713,0.0027398,0.0003198043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003565484,"about_ca_system_score_gemma":0.001700247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219665,"about_ca_topic_score_gemma":0.003397323,"domain_scores_codex":[0.9993019,0.0003875076,0.00002767777,0.0001109623,0.00009626986,0.00007570937],"domain_scores_gemma":[0.9984085,0.0009535819,0.0002842408,0.0001131807,0.0001225026,0.0001180663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001280031,0.00005072592,0.004375216,0.0004264721,0.000008738059,0.001138292,0.03712261,0.0003610181,0.004660956,0.8848439,0.00375965,0.06312447],"study_design_scores_gemma":[0.000009261669,0.0001679835,0.01347399,0.0008384207,0.00001297358,0.002253134,0.02296211,0.0002491258,0.004573828,0.2195859,0.7358365,0.00003682515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2012091,0.3276455,0.02893103,0.09615711,0.002952825,0.00007338102,0.0001434424,0.0001043698,0.3427833],"genre_scores_gemma":[0.7717549,0.1836893,0.006940485,0.006278979,0.002001038,0.0000463926,0.00009001909,0.00005958178,0.02913939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9976718,"threshold_uncertainty_score":0.02586955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763304977398037,"score_gpt":0.2275638947393933,"score_spread":0.1999308449654129,"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."}}