{"id":"W7162831606","doi":"","title":"Identifying Key Canopy Architecture Traits of Spring Wheat for Plant Selection to Drought and Heat Stress Avoidance","year":2025,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Heat stress; Spring (device); Canopy; Selection (genetic algorithm); Drought stress; Key (lock); Stress (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012088,0.0003233945,0.000277676,0.0006584147,0.0003664723,0.0005747763,0.0003660776,0.0002724446,0.01796122],"category_scores_gemma":[0.0004870839,0.0001704164,0.0002717563,0.0005733605,0.0001150496,0.0001470475,0.0002906152,0.0002884315,0.004636168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005001575,"about_ca_system_score_gemma":0.0008618982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168056,"about_ca_topic_score_gemma":0.05778408,"domain_scores_codex":[0.999863,0.00001489188,0.000005588707,0.00003078841,0.00005259784,0.00003313317],"domain_scores_gemma":[0.9996163,0.00007871754,0.00004727538,0.00003967448,0.0001421729,0.0000758071],"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":[0.000341701,0.0002094582,0.02223697,0.00009915606,0.00003259763,0.0002843689,0.0001535629,0.0003326009,0.8987536,0.0004091731,0.01046804,0.06667891],"study_design_scores_gemma":[0.0001723708,0.0003591375,0.8158778,0.00003412163,0.000121229,0.0003645431,0.0005405316,0.003713063,0.1376289,0.0008128623,0.04032448,0.00005089103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392494,0.0002279901,0.006742882,0.0003187803,0.00008823564,0.0002459908,0.01564377,0.0006455418,0.03683741],"genre_scores_gemma":[0.8508931,0.00039007,0.01929643,0.0002948803,0.00002710784,0.0001421222,0.03212238,0.0006336903,0.09620023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796122,"threshold_uncertainty_score":0.06008631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006904987212930604,"score_gpt":0.1772569632302845,"score_spread":0.1703519760173539,"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."}}