{"id":"W3205388847","doi":"10.1126/sciadv.abd3524","title":"Widespread vulnerability of flowering plant seed production to pollinator declines","year":2021,"lang":"en","type":"article","venue":"Science Advances","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Research Foundation; Deutsche Forschungsgemeinschaft; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Uppsala Universitet; Universiteit Stellenbosch; National Science Foundation","keywords":"Pollinator; Biology; Vulnerability (computing); Pollination; Ecology; Pollen; Computer science","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":[0.0003422839,0.00007616017,0.0001361869,0.00001177233,0.0003136995,0.0000287139,0.0001991134,0.00001493869,0.00002179837],"category_scores_gemma":[0.000702345,0.000029133,0.0000328473,0.0008395556,0.0002008204,0.0003270322,0.0001038021,0.00003914292,0.000007084358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526816,"about_ca_system_score_gemma":0.00001966813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003789491,"about_ca_topic_score_gemma":0.001994065,"domain_scores_codex":[0.9990019,0.00001694143,0.0001519944,0.0003469353,0.0002636586,0.0002186336],"domain_scores_gemma":[0.9995812,0.00009414061,0.00004957476,0.00003083006,0.0001757365,0.0000685862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001562213,0.00002892536,0.02767087,0.000005820126,0.000001236341,0.00000121873,0.00005344421,0.00004045309,0.9529527,0.00006458647,0.00001293297,0.01915219],"study_design_scores_gemma":[0.00001749822,0.00007090819,0.2706866,0.00003071119,0.000002017881,0.000004118004,0.0004457079,0.00000778815,0.7244599,0.0004084051,0.003786748,0.00007959706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974409,0.0005570923,0.000002997051,0.001263267,0.0002911593,0.00007544605,0.00003780192,0.00003005583,0.0003012829],"genre_scores_gemma":[0.9990736,0.00006613215,0.0005386887,0.00005800158,0.0001319872,0.000005722181,0.000002620497,2.46526e-7,0.0001230341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430157,"threshold_uncertainty_score":0.2412755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858860806875038,"score_gpt":0.2657266326955379,"score_spread":0.2271380246267875,"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."}}