{"id":"W7154849107","doi":"10.59236/emro.v27i10a134","title":"Okpik","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Homeland; Property (philosophy); Work (physics); The arctic; Arctic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002229095,0.0004116182,0.001201217,0.000275277,0.0039492,0.00001229172,0.0005119602,0.0004322264,0.01844184],"category_scores_gemma":[0.008173748,0.00035655,0.0002791689,0.0008951972,0.0001928967,0.00008046335,0.0004167192,0.001258258,0.007575943],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012609,"about_ca_system_score_gemma":0.007673075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813226,"about_ca_topic_score_gemma":0.01885523,"domain_scores_codex":[0.9945171,0.001098633,0.002070856,0.0006133234,0.0002349863,0.001465037],"domain_scores_gemma":[0.9942048,0.003384997,0.0006465752,0.0006967324,0.0008064533,0.0002604305],"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":[0.00003332732,0.001933182,0.01452622,0.002688343,0.0001512367,0.000001255017,0.02805623,5.407389e-7,0.000003885923,0.03917734,0.8782223,0.03520613],"study_design_scores_gemma":[0.0004824166,0.00004664789,0.05277264,0.001665473,0.0001982817,0.000001525757,0.008098648,0.00001299993,4.091966e-7,0.005379055,0.9310991,0.0002428548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.009377301,0.449147,0.00004808908,0.4537367,0.05522829,0.00484247,0.0005834083,0.00003396334,0.02700278],"genre_scores_gemma":[0.01830037,0.723983,0.008231748,0.07501806,0.02335734,0.002367037,0.003171928,0.00008249566,0.145488],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3787186,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037246239347259,"score_gpt":0.4771816678262869,"score_spread":0.373457043891561,"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."}}