{"id":"W6967488879","doi":"10.5061/dryad.dz08kprzn","title":"Data from: Pollen specialization is associated with later phenology in Osmia mason bees (Hymenoptera: Megachilidae)","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Generalist and specialist species; Phenology; Pollen; Range (aeronautics); Herbivore; Pollination; Host (biology); Abundance (ecology)","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":[0.0002247714,0.0001511638,0.00014368,0.0005385358,0.000261274,0.0003286478,0.0001933475,0.0002311972,0.01427161],"category_scores_gemma":[0.0006799569,0.0000997052,0.0001444517,0.0005870194,0.0001603769,0.0001835555,0.00027536,0.000197227,0.002571397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117307,"about_ca_system_score_gemma":0.0001211061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320525,"about_ca_topic_score_gemma":0.00897286,"domain_scores_codex":[0.999903,0.00001044863,0.00001295281,0.00003423818,0.00002813771,0.00001119847],"domain_scores_gemma":[0.998714,0.0002999599,0.000643392,0.00008837808,0.0001454248,0.000108952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004262981,0.0001111263,0.9685218,0.0001676829,0.00007469088,0.0000951857,0.0003428976,0.00004909891,0.0097086,0.0000304638,0.003764686,0.01670742],"study_design_scores_gemma":[0.00000390641,0.00002264585,0.9987617,0.000006015988,0.000008905456,0.00002585053,0.00003277717,0.00001805942,0.0001824503,0.000004358489,0.0009323594,0.000001036927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9823199,0.0003645162,0.0001850997,0.0001376375,0.00002737257,0.00002254378,0.01384329,0.00003309663,0.003066573],"genre_scores_gemma":[0.9730335,0.0004814529,0.0008107672,0.0002070717,0.00004663241,0.00009456793,0.02072458,0.00003006278,0.004571295],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01427161,"threshold_uncertainty_score":0.04774332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152162716422483,"score_gpt":0.3266076967903206,"score_spread":0.2550860696260958,"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."}}