{"id":"W1999230647","doi":"10.1080/00140139.2014.978902","title":"A dynamical systems analysis of assisted and unassisted anterior and posterior hand-held load carriage","year":2014,"lang":"en","type":"article","venue":"Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Nipissing University","funders":"","keywords":"Carriage; Aeronautics; Physical medicine and rehabilitation; Computer science; Engineering; Medicine; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002855051,0.0002617063,0.0002379241,0.0005870851,0.000159035,0.0003557442,0.0001296795,0.0001496569,0.001449532],"category_scores_gemma":[0.001204847,0.0001032512,0.0003046331,0.000275971,0.0001319051,0.00016045,0.0002154404,0.0001327726,0.0001503829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629496,"about_ca_system_score_gemma":0.0001804038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007118672,"about_ca_topic_score_gemma":0.004906393,"domain_scores_codex":[0.9998957,0.00002205151,0.000009116815,0.00002837336,0.00003009655,0.00001480686],"domain_scores_gemma":[0.9996281,0.0002109941,0.00005828682,0.00002107579,0.00006443775,0.00001706431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002617876,0.0006984554,0.297246,0.0007865189,0.0008381945,0.001483965,0.002878413,0.1969443,0.1990007,0.002191344,0.001217338,0.2940969],"study_design_scores_gemma":[0.00001998221,0.0008865151,0.5266601,0.00003164573,0.00006645263,0.0001856306,0.0004298427,0.4658263,0.004791167,0.0004214733,0.0006378871,0.00004296748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813648,0.00007319024,0.01748403,0.00001770096,0.000004972021,0.00004059371,0.0002126094,0.00004562446,0.0007564751],"genre_scores_gemma":[0.9973665,0.00002626461,0.00207514,0.000002092609,0.000002137833,0.00001957666,0.000162635,0.000003096982,0.0003426428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007118672,"threshold_uncertainty_score":0.01415449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002956836067886,"score_gpt":0.3658540411347214,"score_spread":0.3358244727740425,"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."}}