{"id":"W2797237279","doi":"10.31274/itaa_proceedings-180814-439","title":"Qualitative and Quantitative Determination of Impaired Movement in Protective Clothing","year":2016,"lang":"en","type":"report","venue":"","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; Quantitative assessment; Movement (music); Qualitative analysis; Psychology; Qualitative research; Business; Risk analysis (engineering); Aesthetics; Sociology; Art; Geography; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005180673,0.0004391309,0.0002933594,0.003459928,0.0005301317,0.0009267468,0.0004733117,0.0003873722,0.0045133],"category_scores_gemma":[0.01388055,0.0001543746,0.0003364962,0.001302986,0.00147227,0.0006720885,0.001591903,0.0004826231,0.000462139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621821,"about_ca_system_score_gemma":0.0006729593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929689,"about_ca_topic_score_gemma":0.002941155,"domain_scores_codex":[0.9945244,0.002374754,0.0004356087,0.0003192353,0.002096843,0.000249272],"domain_scores_gemma":[0.9877594,0.006334912,0.001650597,0.000418253,0.003501228,0.0003356052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002359024,0.001340504,0.3977522,0.006438496,0.0002369154,0.001403066,0.2355448,0.002705219,0.09038292,0.007635291,0.005339288,0.2488623],"study_design_scores_gemma":[0.00004696947,0.001679923,0.7243387,0.001002891,0.00009557805,0.001658683,0.2235558,0.00277606,0.02279983,0.003425686,0.01841705,0.0002028563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577854,0.0004508041,0.0153332,0.0002634461,0.000047855,0.0008136889,0.001105031,0.00005630743,0.02414431],"genre_scores_gemma":[0.9874751,0.0002927742,0.007090163,0.00007864244,0.00001059335,0.000500172,0.0002635982,0.00001541817,0.00427352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005180673,"threshold_uncertainty_score":0.02739835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372634983787477,"score_gpt":0.438517112808126,"score_spread":0.3012536144293784,"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."}}