{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115901,0.0001888655,0.0003152863,0.0003669016,0.0002723163,0.0006675412,0.0001827043,0.0002046534,0.002179904],"category_scores_gemma":[0.0005128359,0.00021384,0.0002102308,0.000304559,0.0001728273,0.0002977054,0.0002974419,0.0005089328,0.0003662382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007527941,"about_ca_system_score_gemma":0.0003077131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457799,"about_ca_topic_score_gemma":0.03976447,"domain_scores_codex":[0.9998783,0.00001921555,0.000005538429,0.00003749947,0.00003389194,0.00002564908],"domain_scores_gemma":[0.9992538,0.0001672241,0.0002022602,0.00002601022,0.0001247467,0.0002259084],"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":[0.007920774,0.0004751882,0.3173146,0.0001656936,0.0002751461,0.0004036683,0.0006996748,0.00035708,0.6553356,0.0001824445,0.001321059,0.01554908],"study_design_scores_gemma":[0.00000538059,0.0001235768,0.997218,0.000003072669,0.00001166178,0.00002464378,0.0000787717,0.00005342061,0.002279212,0.00001474344,0.0001838032,0.000003623363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978942,0.0004590825,0.00008667985,0.00004761051,0.000009151598,0.000006417038,0.0004950562,0.00000809721,0.000993743],"genre_scores_gemma":[0.9957261,0.0002660427,0.00009755807,0.00006780231,0.000005024041,0.00000835823,0.0008969391,0.00002571562,0.002906502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457799,"threshold_uncertainty_score":0.02898628,"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."}}