{"id":"W4388817945","doi":"10.1088/2752-5295/ad0e13","title":"Climate change impacts on global potato yields: a review","year":2023,"lang":"en","type":"review","venue":"Environmental Research Climate","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Prince Edward Island; University of Prince Edward Island","funders":"","keywords":"Climate change; Environmental science; Precipitation; Global warming; Agriculture; Climate model; Crop; Natural resource economics; Agricultural productivity; Food security; Agronomy; Ecology; Geography; Meteorology; Biology; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004765525,0.0007737071,0.001790561,0.00009953866,0.0007152889,0.000234673,0.001661866,0.0004946608,0.002160935],"category_scores_gemma":[0.0004634578,0.0003041754,0.000783061,0.001530236,0.0003453605,0.000214635,0.00221112,0.001738095,0.03688249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049018,"about_ca_system_score_gemma":0.00004136986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429065,"about_ca_topic_score_gemma":0.0001837097,"domain_scores_codex":[0.9900213,0.001659923,0.000897837,0.001392467,0.002821422,0.00320701],"domain_scores_gemma":[0.9965346,0.001851785,0.0002804299,0.0004387195,0.00002181454,0.0008726679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002593057,0.0002006328,0.00005827728,0.015986,0.00005033371,0.0004566901,0.000006943101,1.014832e-8,0.00001644393,0.00008260816,0.004818597,0.9782975],"study_design_scores_gemma":[0.00008235132,0.0006182459,0.001293528,0.069702,0.00008599564,0.00009490943,0.00003743168,0.000001341533,0.000002568697,0.00006515023,0.9274647,0.0005518065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006168736,0.9833758,4.444761e-9,0.0005849355,0.0001241195,0.00378707,0.008432009,0.0001727435,0.002906415],"genre_scores_gemma":[0.00006578018,0.994904,0.000003817351,0.0003847347,0.0005347133,0.001355128,0.002523148,0.00001724224,0.0002113888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9777457,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3143885821522542,"score_gpt":0.4452639737602072,"score_spread":0.1308753916079529,"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."}}