{"id":"W3139231091","doi":"10.33137/cpoj.v4i1.35213","title":"USING A SWEATING RESIDUUM/SOCKET INTERFACE SIMULATOR FOR THE EVALUATION OF SWEAT MANAGEMENT LINERS IN LOWER LIMB PROSTHETICS","year":2021,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residuum; Interface (matter); Simulation; Computer science; Human–computer interaction; Biomedical engineering; Engineering; Operating system; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837177,0.0002680816,0.000316696,0.0003471814,0.0002575807,0.0001688606,0.0002882178,0.0001701669,0.00003426234],"category_scores_gemma":[0.0003709983,0.0002375664,0.0001852866,0.000505653,0.0001235166,0.00009175394,0.00004885851,0.0004798539,0.00000235504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544563,"about_ca_system_score_gemma":0.0008120213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006160931,"about_ca_topic_score_gemma":0.003924645,"domain_scores_codex":[0.9975813,0.0001302958,0.0008569991,0.0002423622,0.0005937966,0.000595231],"domain_scores_gemma":[0.9977258,0.0001932334,0.0001809708,0.0004575041,0.001152626,0.0002898968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002132887,0.00004986516,0.001368464,0.0001494955,0.00009323945,0.00002835061,0.001023807,0.9899207,0.0006941981,0.0007069196,0.0001185767,0.005824997],"study_design_scores_gemma":[0.00130408,0.0001598154,0.001035355,0.0003921198,0.0003242216,0.0001409502,0.001523866,0.986111,0.002060086,0.002840463,0.00374649,0.0003615251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930233,0.006581287,0.05477447,0.001677134,0.002717774,0.00274582,0.000121198,0.00005111293,0.001098186],"genre_scores_gemma":[0.9792672,0.0002694014,0.02005127,0.00008684808,0.00008572462,0.00002421843,0.000009355212,0.00008747673,0.0001185354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04903415,"threshold_uncertainty_score":0.9687675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049640071959272,"score_gpt":0.3190290312067411,"score_spread":0.2685326304871484,"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."}}