{"id":"W6931757604","doi":"10.5683/sp3/4lrj3a","title":"Agricultural Pollinators in the Bulkley-Nechako & Fraser-Fort George Regions","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"George (robot); Pollinator; Agriculture; Pollen; Pollination","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":[0.0006667004,0.0007454001,0.0005619911,0.00176301,0.000330962,0.0008288224,0.001358718,0.0008242402,0.01410821],"category_scores_gemma":[0.002902683,0.0004311284,0.0006206683,0.003873284,0.0001519532,0.0003746288,0.0008487251,0.0007389942,0.009148851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289696,"about_ca_system_score_gemma":0.00146832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1846171,"about_ca_topic_score_gemma":0.2547155,"domain_scores_codex":[0.9995527,0.00007284115,0.00004851882,0.0001344022,0.0001041008,0.00008748836],"domain_scores_gemma":[0.9986603,0.0003212773,0.00035209,0.0001534298,0.0003678565,0.0001449491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002428815,0.00004990118,0.05054408,0.001121126,0.0002207426,0.0001011379,0.0001627085,0.001412778,0.0003300556,0.0009119213,0.9395352,0.005367475],"study_design_scores_gemma":[0.0004317636,0.00006417599,0.3647531,0.0008438873,0.0001761577,0.000198465,0.0008436628,0.00172208,0.0007847474,0.0008125525,0.6293017,0.00006782752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002473046,0.00008392431,0.00004965612,0.00006524653,0.000009811852,0.000007459874,0.9964502,0.00004992859,0.0008107365],"genre_scores_gemma":[0.00786727,0.0001190445,0.0004021541,0.00008332072,0.000006994978,0.00009314717,0.988962,0.00002400406,0.002442109],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.815383,"threshold_uncertainty_score":0.3670849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239574339001201,"score_gpt":0.2921341687690718,"score_spread":0.2597384253790598,"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."}}