{"id":"W2573511373","doi":"10.21700/ijcis.2016.123","title":"Firefighter Advisory System","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advisory committee; Aeronautics; Business; Engineering; Political science; Public administration","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.000857583,0.00004254904,0.00007187678,0.0002371049,0.00007314653,0.0001049167,0.0002678383,0.0000253699,0.0002814606],"category_scores_gemma":[0.0001184062,0.00002202387,0.00003367096,0.0000914831,0.0001808254,0.0008688444,0.00004199048,0.00006229249,0.00009690625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737171,"about_ca_system_score_gemma":0.00002961834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004286046,"about_ca_topic_score_gemma":1.102753e-7,"domain_scores_codex":[0.9990649,0.00005872694,0.0003372947,0.00005134528,0.0003921585,0.00009555302],"domain_scores_gemma":[0.9988973,0.0002858333,0.0002517228,0.00003071628,0.0004857631,0.00004863658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005490636,0.0000104,0.01003657,0.000002974731,0.0000356565,0.000007991108,0.000895323,0.000001763753,0.00006999336,0.03732242,0.001184003,0.950378],"study_design_scores_gemma":[0.005467359,0.001481598,0.6825474,0.001247591,0.00001971841,0.004569042,0.01200537,0.001190009,0.0005944373,0.003390427,0.2870432,0.0004438052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585592,0.000101155,0.02636384,0.002056626,0.001828751,0.00003296536,0.00000455095,0.00001366281,0.1110392],"genre_scores_gemma":[0.9990835,0.00002070333,0.0002760765,0.0003703958,0.0001710132,2.556383e-7,2.238177e-7,7.661343e-7,0.00007703752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499342,"threshold_uncertainty_score":0.3081796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0488455140429415,"score_gpt":0.3980180628118917,"score_spread":0.3491725487689502,"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."}}