{"id":"W2015022663","doi":"10.2135/cropsci2014.03.0196","title":"Overwinter Low‐Temperature Responses of Cereals: Analyses and Simulation","year":2014,"lang":"en","type":"article","venue":"Crop Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; Genome Canada","keywords":"Vernalization; Biology; Simulation modeling; Acclimatization; Interfacing; Climate change; Biotechnology; Ecology; photoperiodism; Computer science; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003553428,0.0003849642,0.000442987,0.0003201288,0.0003107784,0.0004675413,0.0005324107,0.0005396848,0.001077356],"category_scores_gemma":[0.0009376879,0.0001942602,0.0007719153,0.0002750561,0.0002688571,0.0002642285,0.0003018233,0.0004638979,0.0001279651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977062,"about_ca_system_score_gemma":0.0005004973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294375,"about_ca_topic_score_gemma":0.0095381,"domain_scores_codex":[0.9999098,0.0000343818,0.000006387259,0.00001901254,0.00001304329,0.00001738026],"domain_scores_gemma":[0.999345,0.0004374785,0.0000560849,0.00005292277,0.00007245995,0.00003601682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004081047,0.00003955263,0.004671466,0.00001948059,0.00002755043,0.0000259081,0.00002431572,0.9917698,0.001310107,0.0005302132,0.0001214676,0.00141939],"study_design_scores_gemma":[0.000006737301,0.00001709727,0.001127834,0.000001611258,0.000006021995,0.000004130202,0.000008752665,0.9981937,0.0002884864,0.0002285716,0.0001136625,0.000003524101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790778,0.0001048756,0.01779503,0.00007660501,0.00001329118,0.00003439774,0.0005256552,0.0001707895,0.002201584],"genre_scores_gemma":[0.9945031,0.00005633101,0.004548325,0.00001081263,0.000003656487,0.00004268754,0.0002880499,0.00002209866,0.000524871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02294375,"threshold_uncertainty_score":0.04562038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870260456383891,"score_gpt":0.3129654613526702,"score_spread":0.2742628567888313,"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."}}