{"id":"W2014426643","doi":"10.1002/ece3.501","title":"Changes in breeding phenology of eastern Ontario frogs over four decades","year":2013,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Phenology; Amphibian; Ecology; Biology; Bufo; Range (aeronautics); Temperate climate; Climate change; Taxon; Seasonal breeder; Zoology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009312544,0.00005813521,0.0001126007,0.00004061187,0.00003645398,0.000001843529,0.00005478261,0.0001673045,0.003114791],"category_scores_gemma":[0.00001367221,0.00004990739,0.00001220141,0.00004383866,0.0002609134,0.00007243255,0.00009057739,0.0000838601,0.0001926597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429952,"about_ca_system_score_gemma":0.000007865624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01835625,"about_ca_topic_score_gemma":0.394111,"domain_scores_codex":[0.999491,0.000038756,0.0001103562,0.0001548583,0.0000293886,0.0001756594],"domain_scores_gemma":[0.9998301,0.00002803185,0.00005528025,0.00005497159,0.000003040445,0.00002862743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009571962,0.0000202873,0.9889257,0.000002026151,0.00000367524,0.000001024596,0.0003901235,0.00001791727,0.009299023,0.0001437371,0.000328685,0.0008582318],"study_design_scores_gemma":[0.0002409708,0.0001564951,0.9967884,0.000003338501,0.000003194649,0.00001159891,0.0001007846,0.0004634278,0.00007796543,0.001565067,0.0005363565,0.00005238408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967455,0.00003539224,0.00003237458,0.0003351493,0.0001579703,0.0001016196,4.374531e-7,0.000006959166,0.002584584],"genre_scores_gemma":[0.9984013,0.00001316457,0.0001526504,0.0001048896,0.00002412802,0.00001267903,0.000001367368,0.000002464191,0.00128739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3757547,"threshold_uncertainty_score":0.9977965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296674349466114,"score_gpt":0.2035159784452644,"score_spread":0.1905492349506032,"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."}}