{"id":"W4407569935","doi":"10.29173/bluejay6407","title":"Nature Saskatchewan Member Spotlight: A Q&amp;A with Alan (Al) Smith","year":2025,"lang":"en","type":"article","venue":"Blue Jay","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Law and economics; Mathematical economics; Art; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001156655,0.0009818086,0.0003597157,0.0004718924,0.002684273,0.003069503,0.0007045711,0.003816888,0.3621193],"category_scores_gemma":[0.002049786,0.0003594555,0.0005738406,0.0003565538,0.001061459,0.0013166,0.002552382,0.003944442,0.1423792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169943,"about_ca_system_score_gemma":0.005001024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03465683,"about_ca_topic_score_gemma":0.1505804,"domain_scores_codex":[0.9994227,0.00007648841,0.00001401337,0.000121832,0.0002392088,0.0001257528],"domain_scores_gemma":[0.9974378,0.0001808998,0.00006621152,0.000117974,0.0008063177,0.001390799],"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":[0.00002102585,0.00001247442,0.0001560599,0.00001482569,0.000001980205,0.00004070262,0.000007646789,0.0000153801,0.0001491327,0.0002855375,0.9842266,0.01506861],"study_design_scores_gemma":[0.000008631912,0.00001285563,0.0004191075,0.00002879349,0.000002159739,0.00003022512,0.0000809763,0.00002511593,0.00006069699,0.0002690862,0.9990576,0.000004755947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002569295,0.009152518,0.001730447,0.3492154,0.1523092,0.0003424472,0.001413399,0.0008877143,0.4823796],"genre_scores_gemma":[0.002542959,0.001354043,0.0003787592,0.03273975,0.003090547,0.00004415781,0.0001357461,0.0000738333,0.9596401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9653432,"threshold_uncertainty_score":0.9098594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082857747775685,"score_gpt":0.2130073187300629,"score_spread":0.2021787412523061,"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."}}