{"id":"W3145474793","doi":"10.1038/s41559-021-01434-y","title":"Pollinator interaction flexibility across scales affects patch colonization and occupancy","year":2021,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Resources Conservation Service; U.S. Department of Agriculture; National Institute of Food and Agriculture; National Science Foundation","keywords":"Ecology; Ecosystem; Occupancy; Flexibility (engineering); Pollinator; Biology; Habitat; Interaction network; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566989,0.0001025008,0.0001508484,0.000006032302,0.0004067402,0.00003090361,0.00005196872,0.000360114,0.00004819224],"category_scores_gemma":[0.0002334782,0.00004773037,0.00004183338,0.0002312994,0.0000689068,0.0001380997,0.00008363221,0.0002704165,0.00001365562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008813653,"about_ca_system_score_gemma":0.000009026278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004673461,"about_ca_topic_score_gemma":0.0305661,"domain_scores_codex":[0.9991776,0.0001066226,0.0001062216,0.0003053503,0.00008405856,0.0002201005],"domain_scores_gemma":[0.9995425,0.0002019856,0.00006772152,0.00001977048,0.000125661,0.00004230428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006817398,0.00008362825,0.9276959,0.000009666413,0.00001483286,0.000006665627,0.00004620651,0.000001254614,0.0661293,0.0005246038,0.0009858565,0.004433885],"study_design_scores_gemma":[0.0001143751,0.0001315607,0.9939036,0.00001021909,0.000009305229,0.00002602179,0.0002665741,0.0001281573,0.002084294,0.0007108906,0.002519289,0.00009569386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960415,0.001664943,0.000004118877,0.001548851,0.0003658872,0.000112545,0.00006291206,0.0000638884,0.0001353653],"genre_scores_gemma":[0.9992035,0.0001388617,0.0000320563,0.0001684248,0.0002356206,0.000009630082,0.00009252789,5.956441e-7,0.00011876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0662077,"threshold_uncertainty_score":0.9871235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711162657925584,"score_gpt":0.2671274593014585,"score_spread":0.2500158327222026,"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."}}