{"id":"W4416227175","doi":"10.1111/1365-2745.70196","title":"Budburst timing within a functional trait framework","year":2025,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenology; Trait; Abiotic component; Climate change; Life history theory; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002897982,0.0000728037,0.0001562537,0.00004837999,0.00008308377,0.00001555102,0.0001433678,0.0001475256,0.001115001],"category_scores_gemma":[0.0002862654,0.00005185261,0.00007770454,0.0002062535,0.0001017522,0.00008662957,0.00005427146,0.0004094831,0.00007543496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979855,"about_ca_system_score_gemma":0.00003179535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006974601,"about_ca_topic_score_gemma":0.00006276384,"domain_scores_codex":[0.999266,0.00005459088,0.0002883224,0.00009980694,0.000150949,0.0001403138],"domain_scores_gemma":[0.9994555,0.0001781825,0.0002183877,0.00007515852,0.00002218966,0.00005055439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003437596,0.0005978591,0.2295452,0.00002610414,0.0003648296,0.0004498132,0.001850276,0.1366879,0.06065311,0.006831182,0.5425832,0.02006679],"study_design_scores_gemma":[0.0003482493,0.0001385221,0.9644802,0.00005534398,0.00004874627,0.0005147893,0.0001975025,0.0006593266,0.0006310935,0.01444447,0.01837961,0.0001021033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684168,0.00003399923,0.007139504,0.004990896,0.002419548,0.00005890245,5.04276e-7,0.00001012592,0.01692968],"genre_scores_gemma":[0.9703066,0.000005154513,0.02590603,0.00135885,0.0001996084,1.981456e-7,4.143126e-7,0.000004309944,0.002218819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.734935,"threshold_uncertainty_score":0.9997981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128922767712441,"score_gpt":0.236374579313443,"score_spread":0.2250853516363186,"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."}}