{"id":"W4407569937","doi":"10.29173/bluejay6408","title":"Nature Saskatchewan Member Spotlight: Spencer Sealy","year":2025,"lang":"en","type":"article","venue":"Blue Jay","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","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":[0.0005303416,0.0006990783,0.0002980872,0.0004314367,0.001488708,0.001721357,0.0004676393,0.002282468,0.3815905],"category_scores_gemma":[0.0006620809,0.0002943116,0.0003497797,0.0003375109,0.0007219652,0.0007851185,0.001302428,0.002015483,0.1017302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151704,"about_ca_system_score_gemma":0.002287493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03146045,"about_ca_topic_score_gemma":0.1529347,"domain_scores_codex":[0.9998196,0.00001561541,0.000006423566,0.00004051905,0.00007260471,0.00004529655],"domain_scores_gemma":[0.9993643,0.00006272006,0.00003045784,0.00004557924,0.0002219767,0.000274992],"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":[0.00008890583,0.00002050007,0.0004667529,0.00006619818,0.000005673113,0.0001019569,0.00001472235,0.00004085351,0.0007278051,0.0006542293,0.9564667,0.04134567],"study_design_scores_gemma":[0.00001305801,0.00001629603,0.00177894,0.00004967386,0.000003918585,0.00004085273,0.00008828778,0.00003272029,0.0001417765,0.0002564179,0.9975737,0.000004429769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00597699,0.006874152,0.0009287476,0.08708081,0.07880285,0.0002955576,0.004399975,0.0006825732,0.8149584],"genre_scores_gemma":[0.005541822,0.00173947,0.0002741544,0.009530128,0.002577886,0.00005104068,0.0005976057,0.00005636761,0.9796314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9685395,"threshold_uncertainty_score":0.8820862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006041208932032239,"score_gpt":0.2718934651316513,"score_spread":0.2658522561996191,"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."}}