{"id":"W2358943365","doi":"","title":"A Discussion to the Design of Electronic Emergency System for Environment Pollution","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Function (biology); Pollution; Task (project management); Accident (philosophy); Risk analysis (engineering); Systems engineering; Business","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":[0.0005404783,0.00009982131,0.00009127094,0.0001122224,0.0002617783,0.00002302628,0.00028581,0.00002799407,0.00001454688],"category_scores_gemma":[4.576976e-7,0.00005935203,0.00006875864,0.0002803499,0.0000126148,0.0000925825,0.0001266344,0.00004114014,0.0001702167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007100836,"about_ca_system_score_gemma":0.000006204501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000295579,"about_ca_topic_score_gemma":0.00001295685,"domain_scores_codex":[0.9991592,0.000005498274,0.0002765927,0.0002083109,0.0001051697,0.0002452649],"domain_scores_gemma":[0.9995652,0.00001533592,0.0001376045,0.0002373783,0.000035199,0.000009279479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685338,0.0004695387,0.0003916509,0.0005719427,0.0001364071,2.792315e-7,0.000331197,0.03989231,0.01954424,0.3503438,0.03531716,0.5528329],"study_design_scores_gemma":[0.000182904,0.00001270793,0.002581644,0.0000136218,0.00005253232,4.977985e-7,0.0001627225,0.00366402,0.0004896451,0.001202534,0.9915295,0.0001077176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005211189,0.00007931453,0.9939367,0.002690838,0.00004225518,0.002397446,0.000002879511,0.00005425216,0.0002751712],"genre_scores_gemma":[0.9499626,0.00002656591,0.04589966,0.0007519646,0.001459183,0.001326677,0.00004661048,0.00003227187,0.0004945414],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9562123,"threshold_uncertainty_score":0.2420305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080506705169343,"score_gpt":0.2182868392939604,"score_spread":0.207481772242267,"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."}}