{"id":"W6910468294","doi":"10.4224/17210698","title":"Thermal protection measurement of immersion suit comparison of two manikins with humans pilot study report","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Immersion (mathematics); Thermal manikin; Heat flow; Thermal insulation; Core temperature; Heat transfer; Temperature measurement","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006786326,0.0007463238,0.001869367,0.0006548951,0.0001849715,0.00003123252,0.0005590392,0.0002602879,0.0005081996],"category_scores_gemma":[0.0002158392,0.0006125058,0.0002176483,0.0005083752,0.0002737392,0.0001286582,0.0002108042,0.001632582,0.00007886273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138119,"about_ca_system_score_gemma":0.002006985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007724175,"about_ca_topic_score_gemma":0.01055,"domain_scores_codex":[0.987886,0.0003888184,0.002237896,0.001083138,0.007869449,0.0005347684],"domain_scores_gemma":[0.9880807,0.00002380241,0.005453789,0.002000869,0.004299947,0.0001409131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001383684,0.01200116,0.09025484,0.000693153,0.0009663213,0.0001390113,0.0007660412,0.0001138946,0.8897336,0.000007273105,0.002411267,0.001529807],"study_design_scores_gemma":[0.01337956,0.05356284,0.4166568,0.003908384,0.006818522,0.0008454846,0.004114626,0.0001413478,0.4813777,0.00005925647,0.01588804,0.003247395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873705,0.00007477614,0.0001801373,0.00001168671,0.0007476744,0.005997569,0.00006826966,0.0001512737,0.1190636],"genre_scores_gemma":[0.9976338,0.000005594784,0.0003325575,9.833046e-7,0.0003211349,0.0003988881,0.0001138121,0.0003523954,0.0008408507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083558,"threshold_uncertainty_score":0.9996327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605119427425249,"score_gpt":0.3539280158506635,"score_spread":0.1934160731081386,"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."}}