{"id":"W2288388447","doi":"10.1002/mus.25057","title":"Comment on: Malek MH et al. Muscle and Nerve 44: 432-438; 2011","year":2016,"lang":"en","type":"letter","venue":"Muscle & Nerve","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citation; Medicine; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002567022,0.0007174855,0.0006418665,0.0003554267,0.0001721928,0.00012131,0.0003416398,0.0004392269,0.0005744625],"category_scores_gemma":[0.0000172172,0.0006177334,0.0002894722,0.0001796199,0.00009918639,0.0001994522,0.0001347717,0.001386232,0.0001137599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308764,"about_ca_system_score_gemma":0.00001938401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268204,"about_ca_topic_score_gemma":0.00002272457,"domain_scores_codex":[0.9973665,0.0001329531,0.00046736,0.0006701877,0.0004732795,0.0008897492],"domain_scores_gemma":[0.9986205,0.0003091221,0.000133082,0.0007320684,0.00007049923,0.0001346998],"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":[0.000006699324,0.00002299258,0.00004100794,0.0001339319,0.0002261499,0.00009331574,0.0001598959,0.00001177031,0.0004144202,0.0001381122,0.9657404,0.03301125],"study_design_scores_gemma":[0.0006885095,0.0001525961,0.007799565,0.0001945551,0.00004947733,0.000006937102,0.00002855596,0.00005954684,0.0002181642,0.0001760409,0.9898715,0.0007545509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00488734,0.001446934,0.0002291165,0.9716902,0.001234637,0.0005472189,0.0002178345,0.0006708947,0.01907587],"genre_scores_gemma":[0.02544172,0.001575621,0.0002193923,0.9687809,0.001677234,0.0002132374,0.0002471714,0.0002633752,0.001581355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0322567,"threshold_uncertainty_score":0.9996274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762419744580074,"score_gpt":0.2241936413028781,"score_spread":0.2065694438570774,"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."}}