{"id":"W6925105550","doi":"10.17605/osf.io/vkuzh","title":"Protocol: Validated Physical Activity Assessment for First Nations peoples globally","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Work (physics); Developing country; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02623707,0.002398284,0.002551958,0.003341808,0.003465244,0.003048229,0.002868074,0.004146657,0.09012391],"category_scores_gemma":[0.05018659,0.002168753,0.003771937,0.003904148,0.001552659,0.002698299,0.003545442,0.00460512,0.04158534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004050852,"about_ca_system_score_gemma":0.0176327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412523,"about_ca_topic_score_gemma":0.0192219,"domain_scores_codex":[0.9861119,0.004502028,0.0052396,0.001066565,0.001774069,0.001305837],"domain_scores_gemma":[0.9621337,0.008041561,0.003601236,0.004757813,0.01999559,0.001470144],"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":[0.02146339,0.006920752,0.03994517,0.01967826,0.0009508686,0.0004580807,0.00305891,0.00358625,0.002291618,0.006866403,0.7586161,0.1361641],"study_design_scores_gemma":[0.03741807,0.007646651,0.2641456,0.01736149,0.0007387043,0.0004244865,0.004021904,0.003126051,0.00440115,0.006769781,0.65323,0.0007161056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009813583,0.0003530689,0.008633994,0.001458711,0.001188754,0.8207595,0.1380438,0.0007768075,0.01897177],"genre_scores_gemma":[0.006287807,0.0001820355,0.007411084,0.0006713585,0.00008158402,0.9572861,0.02382933,0.00007593467,0.004174798],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09012391,"threshold_uncertainty_score":0.3014945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226160065128849,"score_gpt":0.3930211892558546,"score_spread":0.3407595886045661,"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."}}