{"id":"W7147607912","doi":"10.29173/bluejay6425","title":"52nd Annual Saskatchewan Christmas Mammal Count - 2024","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammal; Fauna; Exclosure; Netting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004154501,0.0004120711,0.0004707511,0.00006963505,0.0008181392,0.00005488918,0.0004877871,0.0003916073,0.01810382],"category_scores_gemma":[0.00003884172,0.0003944584,0.0001867731,0.0004536372,0.001308889,0.0002321996,0.0008733436,0.000549369,0.004487473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316013,"about_ca_system_score_gemma":0.0001643341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504963,"about_ca_topic_score_gemma":0.004163191,"domain_scores_codex":[0.9974688,0.00009291868,0.0004894334,0.0008127524,0.0003407268,0.0007953624],"domain_scores_gemma":[0.9992004,0.00009475897,0.0001287161,0.0003991539,0.00002817642,0.0001487671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004898565,0.001693089,0.6042631,0.0001555203,0.0003857571,0.0004401338,0.01516664,0.0002277337,0.00392597,0.0009059749,0.3195717,0.0527745],"study_design_scores_gemma":[0.0005646221,0.0003217428,0.7564079,0.00005449514,0.0002567003,0.0000104409,0.01363347,0.00005117341,0.001238547,0.0001196685,0.2269341,0.0004070627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413817,0.002186683,0.0001096589,0.002382748,0.002760445,0.0004800533,0.0002924496,0.00005542662,0.05035086],"genre_scores_gemma":[0.856496,0.0001968624,0.0001712125,0.0008489312,0.0001373885,0.0000409658,0.000003855727,0.00001540923,0.1420894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1521448,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007599582628531268,"score_gpt":0.2493896705208597,"score_spread":0.2417900878923284,"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."}}