{"id":"W6926710863","doi":"10.25384/sage.c.6391364","title":"Inuit-defined determinants of food security in academic research focusing on Inuit Nunangat and Alaska: A scoping review protocol","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Thematic analysis; Circumpolar star; Protocol (science); Conceptual framework; Arctic; Sustainability; Content analysis","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005749524,0.0003014186,0.0008844391,0.001096143,0.00008167628,0.00005515338,0.0009656803,0.0005599973,0.0602618],"category_scores_gemma":[0.001566156,0.0002707704,0.00006314638,0.0007490416,0.0001179665,0.0001607507,0.0006920254,0.002580733,0.0001739913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009168338,"about_ca_system_score_gemma":0.000261352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004125514,"about_ca_topic_score_gemma":0.006124361,"domain_scores_codex":[0.9956033,0.001523204,0.0009632316,0.0007382814,0.0005863283,0.0005857062],"domain_scores_gemma":[0.9970273,0.0006179653,0.0008188529,0.001339675,0.00005180295,0.0001444176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002937796,0.0002722595,0.002314543,0.02703264,0.0002901971,0.001708987,0.01649216,2.114986e-7,0.0001073291,0.00002374735,0.1997957,0.7516685],"study_design_scores_gemma":[0.002765224,0.0005339944,0.002265687,0.9716447,0.00007106641,0.0002894032,0.001556494,0.000008536033,0.00004853441,0.0003427724,0.01984272,0.0006308504],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01468316,0.7283354,0.00001060322,0.0007728141,0.0009476073,0.2099276,0.005105211,0.0005161121,0.03970141],"genre_scores_gemma":[0.06142943,0.3939314,0.001476035,0.02896376,0.01572779,0.2159015,0.000824629,0.01500443,0.266741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9446121,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951490560783962,"score_gpt":0.5143544262272699,"score_spread":0.3192053701488737,"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."}}