{"id":"W4210743527","doi":"10.1111/afe.12486","title":"Effects of land use type and seasonal climate on ground nesting wild bees","year":2022,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Foundation for Food and Agriculture Research","keywords":"Overwintering; Pollinator; Habitat; Ecology; Biology; Abundance (ecology); Megachilidae; Climate change; Pollination; Pollen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002344059,0.0001313298,0.000177204,0.0002630141,0.0002401363,0.0003554674,0.0001393011,0.000167733,0.001538272],"category_scores_gemma":[0.0004785218,0.00008954039,0.0002204575,0.0002692034,0.0002831948,0.0001973176,0.0002165445,0.0001515987,0.0001233362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192597,"about_ca_system_score_gemma":0.0001111922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005072196,"about_ca_topic_score_gemma":0.01774271,"domain_scores_codex":[0.9998643,0.00005432337,0.000007799461,0.0000267407,0.00001617086,0.00003056602],"domain_scores_gemma":[0.999377,0.0002277272,0.0001768183,0.00003439498,0.00005721003,0.0001269524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000373866,0.0001405697,0.985698,0.00001425892,0.00009855285,0.000101585,0.0001258447,0.000176457,0.009988219,0.00001948045,0.00009218124,0.003171181],"study_design_scores_gemma":[7.628803e-7,0.00003376713,0.9997768,5.229383e-7,0.000004054601,0.000008413854,0.00004330542,0.00004674173,0.0000554639,0.000003020094,0.00002686711,4.249463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997402,0.00003725154,0.00001728525,0.000005467035,0.000001199973,0.000001111357,0.00005680246,7.990128e-7,0.0001399094],"genre_scores_gemma":[0.9997494,0.00002504806,0.000023347,0.000008858186,0.000002223375,0.000003012447,0.00007675817,8.851771e-7,0.0001104605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005072196,"threshold_uncertainty_score":0.01008534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351625389165703,"score_gpt":0.1977475096270504,"score_spread":0.1742312557353934,"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."}}