{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837213,0.0006936209,0.0003861453,0.001445955,0.001595061,0.001585264,0.0007893073,0.0007464635,0.2073773],"category_scores_gemma":[0.002027236,0.0003132119,0.0002405873,0.0006335268,0.000158135,0.001031327,0.001097654,0.0007366739,0.1039279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000523273,"about_ca_system_score_gemma":0.001042497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625727,"about_ca_topic_score_gemma":0.005801889,"domain_scores_codex":[0.999329,0.00009126942,0.00003542703,0.0001712069,0.0002654771,0.0001078371],"domain_scores_gemma":[0.9983578,0.0002233763,0.0001073254,0.0003744536,0.0005809587,0.0003561114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001162202,0.0009945201,0.01209979,0.0002109134,0.00003116612,0.0005994547,0.0004395285,0.001571783,0.01940893,0.002191195,0.6718171,0.2894735],"study_design_scores_gemma":[0.0003247196,0.0006047678,0.02630607,0.0000959291,0.00009084603,0.0005415122,0.000631666,0.04142594,0.02183455,0.002135224,0.9058875,0.0001213018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.137135,0.0006467995,0.05945576,0.002988745,0.002887611,0.002339743,0.01306074,0.1444209,0.6370646],"genre_scores_gemma":[0.3948292,0.000318931,0.0145199,0.001214122,0.0006241555,0.0003597207,0.0115043,0.001763495,0.5748662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2073773,"threshold_uncertainty_score":0.693746,"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."}}