{"id":"W7084048040","doi":"10.64628/aam.rmhk95753","title":"How clean is your city? Just ask the bees","year":2019,"lang":"en","type":"article","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.0007666704,0.0005628464,0.0005633174,0.00060699,0.003507308,0.003301123,0.0005328481,0.00351955,0.02683392],"category_scores_gemma":[0.004541697,0.0002733477,0.0004160509,0.0007307088,0.003774194,0.005114013,0.001059354,0.00464328,0.01262526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021339,"about_ca_system_score_gemma":0.0008254404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007403365,"about_ca_topic_score_gemma":0.01246607,"domain_scores_codex":[0.999477,0.0002149865,0.00002925691,0.00007574191,0.0001370045,0.0000660132],"domain_scores_gemma":[0.9985093,0.0003268071,0.0001584159,0.0001488282,0.0004518087,0.0004047776],"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":[0.000225348,0.0001337913,0.01535657,0.0005039658,0.00010071,0.0009662288,0.00848014,0.0001849818,0.01075683,0.0460494,0.8167725,0.1004695],"study_design_scores_gemma":[0.00002235024,0.00008641612,0.007927558,0.0002853796,0.00004042721,0.001251354,0.02179208,0.0001797581,0.002180572,0.03588378,0.9302654,0.00008489028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02842089,0.01958845,0.009703496,0.7989982,0.01562243,0.0001306265,0.0008376052,0.0005547198,0.1261435],"genre_scores_gemma":[0.2508293,0.01778206,0.01491082,0.2998889,0.005984846,0.0001262326,0.0006448739,0.0006674849,0.4091654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02683392,"threshold_uncertainty_score":0.08976841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137526316990196,"score_gpt":0.2405187490506094,"score_spread":0.2191434858807074,"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."}}