{"id":"W167730427","doi":"","title":"Flame Resistant Clothing: Statistics, Standards And Safety","year":2008,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exhibition","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tyndale University","funders":"","keywords":"Clothing; Statistics; Computer science; Environmental science; Mathematics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079968,0.000152263,0.0001935595,0.00005641206,0.0007988489,0.00008801902,0.00006384617,0.00007827654,0.00115924],"category_scores_gemma":[0.00009047359,0.000125649,0.00001004794,0.00004940023,0.000158321,0.0002836159,0.0001161667,0.00008473577,0.0000493803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006948578,"about_ca_system_score_gemma":0.0007619209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601631,"about_ca_topic_score_gemma":0.00004322897,"domain_scores_codex":[0.9984385,0.0001168664,0.0003773492,0.0003171838,0.0005185623,0.0002315482],"domain_scores_gemma":[0.9992607,0.00008085021,0.0001167745,0.00009866882,0.0003291355,0.0001138184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007196717,0.0001802244,0.002117805,0.0002512733,0.00002346577,0.00004986229,0.009641703,0.000002950458,0.8909404,0.07352143,0.01126301,0.01128817],"study_design_scores_gemma":[0.003242165,0.0002857873,0.7707066,0.001295547,0.00005208152,0.0001370145,0.002079807,0.0004491835,0.120241,0.0373346,0.06280126,0.001374923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929941,0.00008717479,0.004625747,0.0004707291,0.0005718262,0.0002240149,0.0002343325,0.00005930316,0.0007328162],"genre_scores_gemma":[0.9836723,0.0002275378,0.01470299,0.000159132,0.00004759686,0.00004452013,0.0001585907,0.00001025741,0.000977113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706994,"threshold_uncertainty_score":0.9997538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657555949385721,"score_gpt":0.2969091928782894,"score_spread":0.2603336333844322,"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."}}