{"id":"W1487610111","doi":"10.1002/9783527632930.ch44","title":"Potato: Improving Crop Productivity and Abiotic Stress Tolerance","year":2012,"lang":"en","type":"other","venue":"","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture","funders":"","keywords":"Biology; Genomics; Biotechnology; Adaptation (eye); Abiotic stress; Crop; Productivity; Crop productivity; Agriculture; Agricultural productivity; Domestication; Genome; Agronomy; Ecology; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006906661,0.0001726103,0.0001984038,0.000007444463,0.00007242925,0.00004074604,0.0001129289,0.0001560743,0.001065515],"category_scores_gemma":[0.000008852705,0.00005189676,0.00003527818,0.00007428862,0.0000589671,0.00003738933,0.0000509214,0.00009743177,0.00002856184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000577545,"about_ca_system_score_gemma":0.000003136544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528162,"about_ca_topic_score_gemma":0.003998222,"domain_scores_codex":[0.9992037,0.00002699675,0.00008423051,0.0003275483,0.0001039676,0.0002535803],"domain_scores_gemma":[0.9997364,0.00002415657,0.00009071507,0.00005498435,0.00001083926,0.00008286135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001630572,0.000168148,0.009733685,0.0002707236,0.00003179737,0.00001851144,0.00001894447,1.951627e-7,0.6913483,0.0002393573,0.06671776,0.2314362],"study_design_scores_gemma":[0.00006385149,0.00004059387,0.1251816,0.0001621044,0.00002363161,0.00001853857,0.00002332896,0.00001009134,0.001591508,0.00001331134,0.8723972,0.0004742468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.531626,0.01726558,0.000004333948,0.0006182977,0.0007954897,0.0007138567,0.00125774,0.0004230359,0.4472956],"genre_scores_gemma":[0.241202,0.0002321017,0.0001701056,0.00004889692,0.001165856,0.000006357176,0.00005278905,0.000007900004,0.7571141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8056794,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009539382858641799,"score_gpt":0.1869010837747409,"score_spread":0.1773617009160991,"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."}}