{"id":"W2163044575","doi":"10.4141/p04-171","title":"Winter damage to perennial forage crops in eastern Canada: Causes, mitigation, and prediction","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"","keywords":"Forage; Perennial plant; Hardiness (plants); Agronomy; Crop; Climate change; Environmental science; Cultivar; Agroforestry; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851011,0.00005627556,0.00008905258,0.00006759667,0.0001602803,0.00006127471,0.0001566216,0.00002165329,0.00003693069],"category_scores_gemma":[0.00005505667,0.00002613299,0.00001218847,0.0002925255,0.0001440323,0.0001844564,0.000009963044,0.00007076595,0.000001344368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227594,"about_ca_system_score_gemma":0.0004229932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.626932,"about_ca_topic_score_gemma":0.9926656,"domain_scores_codex":[0.9993273,0.00002122414,0.0001755709,0.0001177859,0.0001331783,0.0002249557],"domain_scores_gemma":[0.9994505,0.00003294046,0.00006032784,0.00001828781,0.0001007969,0.0003371347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002278914,0.00001332266,0.8430077,0.000002833174,0.000001231056,0.0002003246,0.000104792,0.00006179138,0.1460135,0.0003023457,0.009261387,0.00100798],"study_design_scores_gemma":[0.00008631413,0.0001045567,0.9890897,0.00003655236,0.000001305513,0.00009649375,0.0001669034,0.00004156906,0.0009211071,0.0001582432,0.009242232,0.00005505737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973089,0.00003689839,0.000002996906,0.001893607,0.0001919548,0.00005433241,0.0002930428,0.000001459827,0.0002167991],"genre_scores_gemma":[0.999477,0.000002381572,0.00001923693,0.0002853803,0.000137558,7.346515e-7,0.00001296803,2.94295e-7,0.00006448702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657335,"threshold_uncertainty_score":0.3755522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039267159556895,"score_gpt":0.1902810324796551,"score_spread":0.1798883608840861,"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."}}