{"id":"W4394127711","doi":"10.6084/m9.figshare.12730877","title":"The Wild Bees (Hymenoptera: Apoidea) of Thunder Bay, Ontario, and Their Floral Associations; A Species List Supplemental Data.xlsx","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apoidea; Hymenoptera; Thunder; Bay; Zoology; Biology; Ecology; Foraging; Geography; Meteorology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005547923,0.001217267,0.00135834,0.004045913,0.001711523,0.001521201,0.002452408,0.0007849883,0.1393362],"category_scores_gemma":[0.003827064,0.0008657207,0.0005988083,0.01253332,0.0004591593,0.001109207,0.00142363,0.0008380577,0.04972869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006726193,"about_ca_system_score_gemma":0.01080511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7383679,"about_ca_topic_score_gemma":0.9103725,"domain_scores_codex":[0.9994022,0.00002572082,0.0000540844,0.0001400345,0.0002432888,0.0001347121],"domain_scores_gemma":[0.996246,0.0004606168,0.0005155177,0.0003742671,0.001929047,0.0004744481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000295198,0.000008438798,0.003124639,0.0009751479,0.00002592335,0.00001281742,0.00008106932,0.00008340536,0.00008652445,0.000311736,0.9927254,0.002535455],"study_design_scores_gemma":[0.0001186176,0.000006678363,0.05518486,0.0006970728,0.00004421664,0.0000243078,0.0002228646,0.00009059627,0.0001314764,0.0003203956,0.9431373,0.00002158762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009646438,0.00002798946,0.00001257976,0.00001547055,0.000004997879,0.000004760017,0.9990157,0.00002300316,0.0007989719],"genre_scores_gemma":[0.000878359,0.0001028968,0.0001760704,0.00002230276,0.000004207627,0.00005477206,0.9966677,0.00003354634,0.002060145],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2616321,"threshold_uncertainty_score":0.5263457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205477194991492,"score_gpt":0.2395017636124736,"score_spread":0.1189540441133244,"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."}}