{"id":"W4223525884","doi":"10.1016/j.cub.2022.03.028","title":"Diptera pollinators","year":2022,"lang":"en","type":"article","venue":"Current Biology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Biology; Pollinator; Zoology; Evolutionary biology; Ecology; 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":[0.000146147,0.0005331577,0.0002950778,0.0006281239,0.0004575097,0.0005748286,0.0004457873,0.0004064811,0.05307293],"category_scores_gemma":[0.000267619,0.0001788846,0.0003366425,0.0003293514,0.0001676833,0.0004362543,0.0006416258,0.0004828617,0.01437771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304539,"about_ca_system_score_gemma":0.0001534708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001041,"about_ca_topic_score_gemma":0.002023444,"domain_scores_codex":[0.9998738,0.00001118872,0.000005075206,0.00004835229,0.00003320673,0.0000282807],"domain_scores_gemma":[0.9998171,0.00002848309,0.000030643,0.00003269062,0.00002778415,0.00006335809],"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":[0.0005081882,0.00009350413,0.02954894,0.001230419,0.0001272534,0.001081143,0.0003339557,0.0001532359,0.5415601,0.005111174,0.04847424,0.3717778],"study_design_scores_gemma":[0.00018727,0.0007867469,0.2838753,0.0001853443,0.0002886088,0.007388735,0.0004676694,0.0007262056,0.08421206,0.002638678,0.6191834,0.00006003951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4344297,0.03726897,0.01447116,0.002945183,0.001550951,0.000526109,0.01352674,0.003579817,0.4917014],"genre_scores_gemma":[0.7497602,0.006573482,0.004826189,0.003269976,0.0003367775,0.0001422363,0.006728954,0.0001679736,0.2281942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05307293,"threshold_uncertainty_score":0.1775466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673878273769269,"score_gpt":0.2522568106176284,"score_spread":0.1755180278799358,"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."}}