{"id":"W7106698294","doi":"10.26021/16136","title":"Seed priming strategies to improve germination, reproductive traits, and yield of pea (Pisum sativum L.) under heat stress","year":2025,"lang":"en","type":"dissertation","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Seed Germination and Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Germination; Pollen; Priming (agriculture); Proline; Sativum; Starch; Pollination; Pollen tube","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038363,0.0002465927,0.0006250781,0.0003046781,0.0004849292,0.00002862186,0.0007053848,0.0003540383,0.00009401278],"category_scores_gemma":[0.00007394532,0.0001989152,0.000199031,0.0006561318,0.0004490159,0.0003346286,0.0002441626,0.0004344518,9.615335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448381,"about_ca_system_score_gemma":0.0004275368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982258,"about_ca_topic_score_gemma":0.009691648,"domain_scores_codex":[0.9977162,0.0003564511,0.0002765204,0.0007242538,0.0005807462,0.0003457873],"domain_scores_gemma":[0.9974005,0.0004400801,0.0003275277,0.0001794061,0.001488466,0.0001640055],"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":[0.001611049,0.0001996031,0.0005537799,0.0008300669,0.000240316,0.00004918264,0.007019782,0.00003069231,0.9818789,0.000857604,0.0008430798,0.005885923],"study_design_scores_gemma":[0.0008580158,0.00214887,0.5544492,0.002399134,0.0002720551,0.00001038317,0.3378312,0.0002315645,0.09764773,0.0003514433,0.003093367,0.0007070326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905831,0.0002987157,0.00003723837,0.0004690054,0.0001847213,0.0005469903,0.0002636453,0.00002648621,0.007590162],"genre_scores_gemma":[0.9759911,0.0002075399,0.00008209962,0.00000721828,0.00005259014,3.194384e-7,0.0001189732,0.000002987905,0.02353721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8842312,"threshold_uncertainty_score":0.9867045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647721989622074,"score_gpt":0.2581061504627196,"score_spread":0.2316289305664988,"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."}}