{"id":"W1832840409","doi":"10.1139/z11-051","title":"Climate limitations on the distribution and phenology of a large carpenter bee,<i>Xylocopa virginica</i>(Hymenoptera: Apidae)","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"U.S. Department of Agriculture","keywords":"Biology; Ecology; Phenology; Range (aeronautics); Population; Hymenoptera; Brood; Pollinator; Latitude; Pollination; Geography; Pollen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001763684,0.000153752,0.0001232109,0.0003145816,0.0001865763,0.0003440653,0.0002084285,0.0001217635,0.000869133],"category_scores_gemma":[0.0009002073,0.0001259888,0.0001075005,0.0002842869,0.000217427,0.0002830677,0.0002384012,0.0001576141,0.0000921406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200812,"about_ca_system_score_gemma":0.0001466825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008028204,"about_ca_topic_score_gemma":0.01802643,"domain_scores_codex":[0.9999121,0.00002093919,0.000005300158,0.00003527558,0.000009672767,0.00001671333],"domain_scores_gemma":[0.9990659,0.0003025633,0.000420992,0.00006488372,0.00006026502,0.00008531074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616999,0.00004442279,0.9653001,0.000039477,0.00005614962,0.0001206069,0.0004925018,0.001343549,0.02599974,0.0001745369,0.0001384173,0.006128671],"study_design_scores_gemma":[0.000002241984,0.00002469926,0.9984219,0.00000295003,0.000008853591,0.00005764914,0.0001372703,0.0006810898,0.0004381568,0.0000404115,0.0001818213,0.000002915992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996704,0.00003998705,0.00003654854,0.0000047098,2.941083e-7,5.853076e-7,0.00005352748,0.000001409617,0.0001926251],"genre_scores_gemma":[0.9997912,0.00002451129,0.00004570476,0.000004053257,9.522338e-7,0.000001674448,0.00008318436,0.000001200272,0.00004760694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919718,"threshold_uncertainty_score":0.01596296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06228848372936401,"score_gpt":0.2094529999827757,"score_spread":0.1471645162534117,"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."}}