{"id":"W4200554082","doi":"10.1002/ecy.3614","title":"<scp>CropPol</scp>: A dynamic, open and global database on crop pollination","year":2021,"lang":"en","type":"article","venue":"Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Guelph; Simon Fraser University","funders":"Biotechnology and Biological Sciences Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Environment Research Council; Sight Research UK","keywords":"Pollination; Crop; Ecology; Geography; Biology; Agroforestry; 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":[0.00008129293,0.00007257228,0.0001232826,0.000002784102,0.0002147728,0.00006459923,0.0001308412,0.00005279763,0.0001255489],"category_scores_gemma":[0.0001300022,0.00002949186,0.00001868305,0.0001156435,0.00004317368,0.00006575562,0.0003032576,0.0000491808,0.00007396897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002236921,"about_ca_system_score_gemma":0.00000802232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001118972,"about_ca_topic_score_gemma":0.02224557,"domain_scores_codex":[0.999418,0.0000515441,0.00007951311,0.0002261093,0.00005021311,0.0001745794],"domain_scores_gemma":[0.9996913,0.0001818206,0.00003339383,0.00001641414,0.0000304916,0.00004659477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009835891,0.0009489989,0.5035249,0.00002561731,0.0001470729,0.0007293657,0.0001944636,0.000003148538,0.2940335,0.04565948,0.0618094,0.09282577],"study_design_scores_gemma":[0.0001425181,0.0002295194,0.943573,0.000005006561,0.000006300137,0.00003097299,0.0002015819,0.00003943597,0.0003028408,0.001549288,0.05388202,0.00003751881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805232,0.0002270194,6.336303e-7,0.002639454,0.0000792443,0.00007998032,0.0002488258,0.00001811908,0.0161835],"genre_scores_gemma":[0.9967309,0.0002037164,0.00005905634,0.0008817933,0.00006915872,0.000007471601,0.0001157331,2.960359e-7,0.001931868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400481,"threshold_uncertainty_score":0.9955959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812054733858006,"score_gpt":0.2606307756144374,"score_spread":0.2225102282758574,"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."}}