{"id":"W7132909210","doi":"","title":"The Roles of Biotic and Abiotic Factors in Local Adaptation of White Clover (","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Abiotic component; Cline (biology); Adaptation (eye); Local adaptation; Population; Biotic component; Selection (genetic algorithm); Natural selection","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":[0.0001982271,0.0001103511,0.00009266196,0.0001732323,0.0002526115,0.0004251934,0.0001142614,0.0001326911,0.0008156876],"category_scores_gemma":[0.0001594022,0.00006056488,0.00007978652,0.0001849307,0.000213024,0.0001973677,0.0003587912,0.0001752185,0.0001188826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349662,"about_ca_system_score_gemma":0.0001783225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777171,"about_ca_topic_score_gemma":0.007972537,"domain_scores_codex":[0.9999322,0.00001470728,0.000003689131,0.00002486228,0.000009151609,0.00001539673],"domain_scores_gemma":[0.9998717,0.00002228963,0.00006152485,0.000005982357,0.00001289239,0.00002564398],"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":[0.0001973534,0.00007801784,0.1540047,0.00008010391,0.00004439705,0.0002418799,0.0008531523,0.0008797799,0.8074798,0.00146546,0.0001552206,0.03452022],"study_design_scores_gemma":[0.000007006935,0.0002165123,0.9840546,0.00001082334,0.0000183164,0.0001641628,0.001046799,0.0005812877,0.0120726,0.0004824653,0.001334448,0.00001096726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985908,0.0002046348,0.000285033,0.00002934443,7.270584e-7,0.000002785694,0.00002798074,0.00000321478,0.0008555547],"genre_scores_gemma":[0.9984969,0.0002354334,0.0004249769,0.00001911068,0.000001659476,0.000004209629,0.00006198909,0.000002857609,0.0007528999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001777171,"threshold_uncertainty_score":0.003533661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608594266341902,"score_gpt":0.2470733531030315,"score_spread":0.2309874104396125,"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."}}