{"id":"W4361190151","doi":"10.1101/pdb.prot108302","title":"Assessment of Mosquito Pollination","year":2023,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pollination; Nectar; Biology; Pollinator; Ecology; 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":[0.0002126193,0.00006350923,0.0001129811,0.00001048158,0.0001019857,0.00002339697,0.0001308812,0.00003115581,0.00003789647],"category_scores_gemma":[0.00002601799,0.00002548971,0.00004326547,0.0002972807,0.00001838719,0.00004623101,0.00007594263,0.00004411765,0.00002561303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001397774,"about_ca_system_score_gemma":0.000005561661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003366479,"about_ca_topic_score_gemma":0.00005155852,"domain_scores_codex":[0.9994063,0.00001807293,0.0001316196,0.0001318914,0.0001610108,0.0001510995],"domain_scores_gemma":[0.9997798,0.00006667183,0.0000637565,0.00001888015,0.00004187088,0.00002900884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000004634815,0.00003089505,0.06710666,0.00001946437,0.000005981934,0.000002084534,0.000003913523,0.000003225598,0.9214122,0.0104342,0.0001914394,0.0007853149],"study_design_scores_gemma":[0.00007632476,0.0001247872,0.947782,0.0000535405,0.000001971694,3.240559e-8,0.00001053083,0.0001840082,0.02343205,0.00003867667,0.02822908,0.00006701911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856581,0.000008828403,0.000003526058,0.0003077126,0.00001892658,0.01268712,0.00002236357,0.0001465324,0.001146873],"genre_scores_gemma":[0.985597,0.000006101068,0.0000761368,0.00001856832,0.0001020812,0.01407391,8.791512e-7,5.510076e-7,0.0001247873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8979802,"threshold_uncertainty_score":0.103944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823179345703377,"score_gpt":0.3051275985784491,"score_spread":0.2268958051214154,"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."}}