{"id":"W4367050775","doi":"10.26786/1920-7603(2023)726","title":"Different semi-natural habitat types provide complementary nesting resources for wild bees","year":2023,"lang":"en","type":"article","venue":"Journal of Pollination Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Belgian American Educational Foundation","keywords":"Habitat; Nesting (process); Nest (protein structural motif); Ecology; Biology; Natural (archaeology); Pollination; Geography; Pollen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517178,0.00007512229,0.0001808535,0.00003231889,0.0002339938,0.00002364784,0.0001244774,0.00003490537,0.00003157604],"category_scores_gemma":[0.0001973708,0.00002782091,0.00008470583,0.0001282581,0.00003103392,0.00008329752,0.0000419136,0.0000810729,0.000005370823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002818149,"about_ca_system_score_gemma":0.000004297482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001085894,"about_ca_topic_score_gemma":0.002939173,"domain_scores_codex":[0.9993146,0.00004333043,0.0002645026,0.00008269645,0.0001141019,0.0001807482],"domain_scores_gemma":[0.9988747,0.0007102442,0.0002445386,0.000006821184,0.0001294217,0.00003428213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000299764,0.0001666069,0.7208775,0.00003964523,0.0001637596,0.00002819728,0.0005735577,0.00007884316,0.1940931,0.0007904755,0.04432733,0.03856126],"study_design_scores_gemma":[0.0002345106,0.0006001263,0.9756804,0.0000163799,0.00002118334,0.00001729248,0.0005934845,0.0004469908,0.0003871654,0.00176199,0.02016984,0.0000706258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876892,0.0001738133,0.000002103563,0.01166453,0.0002291911,0.0001066969,0.00003222058,0.00002215707,0.00008006101],"genre_scores_gemma":[0.9987118,0.00005758776,0.00006659005,0.0002244107,0.0005594422,0.00000480212,0.00001937677,6.909672e-7,0.0003553539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254803,"threshold_uncertainty_score":0.1799715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682165171842821,"score_gpt":0.2590266504782862,"score_spread":0.212204998759858,"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."}}