{"id":"W4380089118","doi":"10.1139/cjps-2023-0048","title":"Correlation between dehydrin-like proteins and cold hardiness of grapevine","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Agriculture and Agri-Food Canada","keywords":"Hardiness (plants); Vineyard; Overwintering; Horticulture; Botany; Vitis vinifera; Biology; Chemistry; Cultivar","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991863,0.00007053101,0.00015524,0.0000837715,0.0003071509,0.00008051683,0.0002577025,0.00003731795,0.00003758961],"category_scores_gemma":[0.0002530837,0.0000244013,0.0000399343,0.001219464,0.0003377746,0.0003127191,0.00002755168,0.000122979,0.000009563683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003660009,"about_ca_system_score_gemma":0.0001536683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631616,"about_ca_topic_score_gemma":0.0111243,"domain_scores_codex":[0.9989163,0.00002822372,0.0002373359,0.0001229857,0.0003731953,0.0003219777],"domain_scores_gemma":[0.9988933,0.0001142681,0.000125632,0.00002582347,0.0002818045,0.0005591733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001098741,0.000007089201,0.1632642,0.00001702088,0.0000117928,0.00009801528,0.0002847665,0.00003616916,0.8205432,0.0005137703,0.001563827,0.01364909],"study_design_scores_gemma":[0.00008146002,0.0002461479,0.9812831,0.00008189525,0.000009039868,0.00006957634,0.0002934899,0.000144055,0.008195402,0.00009142006,0.009414054,0.00009037994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982951,0.00006135194,0.000002084851,0.001181241,0.0001199105,0.000119144,0.0001318534,0.00000555425,0.00008370613],"genre_scores_gemma":[0.9996058,0.00003334241,0.00002130604,0.00002188261,0.0001017407,0.000001359993,0.00001325038,3.62771e-7,0.0002010073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8180189,"threshold_uncertainty_score":0.6207623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04261025803583805,"score_gpt":0.2484357600470922,"score_spread":0.2058255020112542,"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."}}