{"id":"W2000304159","doi":"10.1080/00140130410001699119","title":"A suite of objective biomechanical measurement tools for personal load carriage system assessment","year":2004,"lang":"en","type":"review","venue":"Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Defence Research and Development Canada; Queen's University","funders":"Defence Research and Development Canada","keywords":"Simulation; Backpack; Stiffness; Suite; Computer science; Biomechanics; Load cell; Engineering; Structural engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00703256,0.001654035,0.0008611201,0.00535987,0.0005268292,0.001422468,0.001018449,0.0008728241,0.01502129],"category_scores_gemma":[0.01102995,0.0006288011,0.0006978542,0.002081067,0.0005926295,0.001574178,0.001748073,0.001017342,0.003473811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196483,"about_ca_system_score_gemma":0.001232786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727487,"about_ca_topic_score_gemma":0.004528471,"domain_scores_codex":[0.9951333,0.001535783,0.000388564,0.0003217486,0.002531715,0.00008889336],"domain_scores_gemma":[0.9891093,0.003296504,0.0009893902,0.001769634,0.004484808,0.000350344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002560109,0.000691743,0.01877064,0.001241224,0.0001435186,0.0001639729,0.0005645516,0.007317361,0.130738,0.004319869,0.0124285,0.8233646],"study_design_scores_gemma":[0.0005416883,0.008387908,0.346204,0.001833078,0.0007054686,0.004717636,0.002130024,0.2244632,0.1972211,0.01524877,0.19745,0.001097176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.020884,0.0007780791,0.9639896,0.0001438871,0.0001321323,0.002137437,0.00179011,0.003708434,0.006436392],"genre_scores_gemma":[0.1453564,0.00124801,0.8336626,0.0002283215,0.0001368133,0.004858431,0.001935841,0.0005077949,0.01206579],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01502129,"threshold_uncertainty_score":0.05025125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2572556513488628,"score_gpt":0.4944475017001017,"score_spread":0.2371918503512389,"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."}}