{"id":"W6887677041","doi":"10.17605/osf.io/qhs2a","title":"Protein Powder uses in the University of Saskatchewan Community","year":2022,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Work (physics); Data collection; Ethnic group","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003765193,0.0001522043,0.000316655,0.00005799998,0.00222758,0.000008964564,0.001301349,0.0001025012,0.00120546],"category_scores_gemma":[0.000004924173,0.0001100054,0.0002384728,0.001069717,0.000515604,0.0006451681,0.000745425,0.0005688099,0.000005476256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009129848,"about_ca_system_score_gemma":0.0001347966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0374939,"about_ca_topic_score_gemma":0.04344909,"domain_scores_codex":[0.9979429,0.001082391,0.000117861,0.0002411302,0.0003367607,0.00027899],"domain_scores_gemma":[0.9991745,0.0003144,0.0001948739,0.0001771367,0.00005504755,0.00008401062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001547726,0.003122405,0.2007296,0.0003345688,0.0002414636,0.0002878612,0.7595995,0.00007927635,0.01063649,0.0007535211,0.01811166,0.004555936],"study_design_scores_gemma":[0.0006023044,0.000310521,0.1120107,0.00002657854,0.00002779857,0.000002597365,0.8524304,0.00000778931,0.00007619429,0.0004283726,0.03391215,0.0001645498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918436,0.00008052102,0.000006863443,0.005716645,0.0000331057,0.0003826836,0.0004821033,0.00006484285,0.001389657],"genre_scores_gemma":[0.9950622,0.000120677,0.0003331006,0.0001583547,0.00001849968,6.306593e-8,0.0001195488,0.00000157567,0.004185927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09283093,"threshold_uncertainty_score":0.9997076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578807807862727,"score_gpt":0.1678580494712247,"score_spread":0.1520699713925975,"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."}}