{"id":"W3183124571","doi":"10.26786/jpe.v28i0.654","title":"Announcements for JPE","year":2021,"lang":"en","type":"article","venue":"Journal of Pollination Ecology","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Ecology; Pollination; Environmental ethics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005427657,0.00003814505,0.00009958918,0.00002951885,0.00007665395,0.000007505111,0.0001217812,0.00005834976,0.001090331],"category_scores_gemma":[0.0003336064,0.00003369714,0.00004426363,0.0001145782,0.0000689369,0.0001899255,0.0000320144,0.00006547745,0.00006683301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523002,"about_ca_system_score_gemma":0.00007832258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001202291,"about_ca_topic_score_gemma":0.0001510367,"domain_scores_codex":[0.9994063,0.00004895631,0.0002144251,0.00008022746,0.0001146431,0.0001354365],"domain_scores_gemma":[0.9995103,0.0001398255,0.0002007462,0.00004450373,0.00005740106,0.00004721967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428798,0.0008445012,0.7670814,0.00001198709,0.00007799724,0.0002658575,0.0009362072,0.005821745,0.05512171,0.006442252,0.1444471,0.01880636],"study_design_scores_gemma":[0.001221707,0.0004659486,0.8376149,0.000003875334,0.00002572551,0.0004342621,0.0001142372,0.002722858,0.002251443,0.02446272,0.1305708,0.0001114889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739919,0.00003284697,0.005696843,0.007508577,0.00166322,0.00008040178,0.00001239766,0.000004703009,0.01100914],"genre_scores_gemma":[0.9893305,0.00002962708,0.003270541,0.001136857,0.00006855829,0.000002809012,0.000004179739,0.000002220351,0.006154766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07053351,"threshold_uncertainty_score":0.9998228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009922971095685245,"score_gpt":0.2536495640917334,"score_spread":0.2437265929960482,"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."}}