{"id":"W4380607944","doi":"10.29173/bluejay6314","title":"48th Annual Saskatchewan Christmas Mammal Count - 2020","year":2021,"lang":"en","type":"article","venue":"Blue Jay","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammal; Geography; Zoology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005449379,0.0006724704,0.000288822,0.00120602,0.001001824,0.0007821632,0.0007908902,0.0007228643,0.1507225],"category_scores_gemma":[0.0008017027,0.0002962942,0.0002614893,0.0007636321,0.0002192536,0.0003038279,0.001457951,0.00103472,0.04796041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739781,"about_ca_system_score_gemma":0.01023576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6154058,"about_ca_topic_score_gemma":0.8959529,"domain_scores_codex":[0.999662,0.00002347521,0.00001592177,0.00003572115,0.0001673357,0.00009547887],"domain_scores_gemma":[0.9986761,0.00002934162,0.00005225569,0.00003851895,0.0007499397,0.0004538585],"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":[0.0001754102,0.00008605617,0.01605845,0.0000667121,0.00001847546,0.0000897101,0.00002539409,0.000176369,0.001019992,0.0002883578,0.9106976,0.07129746],"study_design_scores_gemma":[0.00006694134,0.00007097085,0.193095,0.0001956866,0.00001755828,0.0001554349,0.0002969441,0.0006685518,0.0007875414,0.0002497483,0.8043603,0.00003538501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08716124,0.002818517,0.002574318,0.01362453,0.00860906,0.001734427,0.2431518,0.001838229,0.6384878],"genre_scores_gemma":[0.03762019,0.002227255,0.002244031,0.00338279,0.000322985,0.0006173128,0.04600627,0.0001736201,0.9074055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3845942,"threshold_uncertainty_score":0.7737183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045439610121559,"score_gpt":0.2051224490279546,"score_spread":0.194668052926739,"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."}}