{"id":"W4298413071","doi":"","title":"Maximal intermittent handgrip strategy: design and evaluation of an exercise protocol and a grip tool","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Physical medicine and rehabilitation; Physical therapy; Computer science; Medicine","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":[0.006222817,0.0008512959,0.0007682285,0.0008149911,0.0003803132,0.0004205151,0.001354727,0.0007835471,0.001366369],"category_scores_gemma":[0.004680678,0.000571725,0.0006101386,0.000388692,0.0006375685,0.0003899245,0.0008746306,0.0006105076,0.0003107189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006101845,"about_ca_system_score_gemma":0.001700338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226078,"about_ca_topic_score_gemma":0.001169778,"domain_scores_codex":[0.9968089,0.001529166,0.0004236249,0.000354314,0.0006601973,0.0002237193],"domain_scores_gemma":[0.9983474,0.0005639632,0.0003173334,0.0002120887,0.0003571695,0.0002021002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1114523,0.2749223,0.02204362,0.003465674,0.0005983813,0.0003083231,0.002163966,0.01003404,0.2219537,0.001343824,0.0007408385,0.3509729],"study_design_scores_gemma":[0.01048428,0.9331229,0.02835374,0.00007624675,0.0002723069,0.00007894049,0.0002432368,0.003613036,0.02170267,0.0001229269,0.001873393,0.00005625714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9467372,0.0001997983,0.01461512,0.0000560086,0.00004674859,0.03724191,0.0001748218,0.00006501488,0.0008633685],"genre_scores_gemma":[0.7407025,0.0007374499,0.1293485,0.0002010234,0.0001222393,0.126336,0.0005048534,0.00004012959,0.002007348],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006222817,"threshold_uncertainty_score":0.03290981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2483305848551534,"score_gpt":0.506889935052024,"score_spread":0.2585593501968706,"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."}}