{"id":"W7052593298","doi":"","title":"Soybean seed quality and early development in cold climate conditions","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; McGill University","keywords":"Quality (philosophy); Crop yield; Climate change; Agriculture; Cultivar","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000616637,0.0005639718,0.0005918452,0.0003993544,0.0003921104,0.0001567278,0.0002404107,0.0004756274,0.00004366337],"category_scores_gemma":[0.00006833659,0.0006497212,0.0001198037,0.0005340301,0.0000345259,0.0004773164,0.00005623505,0.001183709,0.0002317623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006339023,"about_ca_system_score_gemma":0.00004063084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581101,"about_ca_topic_score_gemma":0.004052229,"domain_scores_codex":[0.9971773,0.0001037717,0.0009159212,0.0006375085,0.0003731789,0.0007922876],"domain_scores_gemma":[0.9990951,0.00009580591,0.0001166087,0.0003268738,0.00008669084,0.0002789258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001574675,0.000284581,0.004228349,0.002982632,0.0007799511,0.000290153,0.0001830745,0.0003949096,0.7404704,0.2290603,0.0000305688,0.02113761],"study_design_scores_gemma":[0.002154267,0.0001466935,0.2233187,0.001212563,0.0002661241,0.00001608245,0.0005331865,0.0004880087,0.7155761,0.009504008,0.04361617,0.003168151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818458,0.0006320185,9.768516e-8,0.000005508015,0.000652153,0.0004582981,0.0004918976,0.000508894,0.01540533],"genre_scores_gemma":[0.9981574,0.000221794,0.0001545413,0.00004919409,0.00002225427,0.0002381381,0.0004126537,0.0001749275,0.0005691216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195563,"threshold_uncertainty_score":0.9995954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870642365925124,"score_gpt":0.2575522077677997,"score_spread":0.2388457841085485,"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."}}