{"id":"W2160883679","doi":"10.1109/sarnof.2011.5876449","title":"Advanced diagnostic system with ventilation on demand for underground mines","year":2011,"lang":"en","type":"article","venue":"","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ventilation (architecture); Wireless sensor network; Communications system; Wireless; Computer science; Mining engineering; Engineering; Real-time computing; Telecommunications; Computer network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000253732,0.0005744195,0.0005497707,0.0007722592,0.0003593854,0.0004692437,0.001105109,0.0008587153,0.003577789],"category_scores_gemma":[0.0006303401,0.0001935163,0.0002715637,0.0002785223,0.0002027574,0.0007314922,0.0007502871,0.0003329241,0.0009753183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335067,"about_ca_system_score_gemma":0.0002516919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005277402,"about_ca_topic_score_gemma":0.0006306244,"domain_scores_codex":[0.9994809,0.00006014361,0.0000317785,0.0001213802,0.0002531822,0.00005260819],"domain_scores_gemma":[0.9995368,0.00009970812,0.00006321263,0.00005129749,0.0002042041,0.00004477081],"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":[0.001214673,0.0003223886,0.01482897,0.0009392024,0.00007541441,0.002787666,0.0006739316,0.005603316,0.5458818,0.001994404,0.01489014,0.4107881],"study_design_scores_gemma":[0.00037521,0.002329719,0.02261381,0.0002500317,0.0002938167,0.01282375,0.0005282842,0.3307225,0.5315017,0.002683527,0.09564383,0.000233889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3887681,0.003033404,0.558974,0.001492516,0.001048283,0.0006753951,0.001166354,0.02254168,0.02230037],"genre_scores_gemma":[0.9532209,0.0002570595,0.03859162,0.0004032053,0.0001247637,0.000103714,0.0002707036,0.00007373122,0.00695428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003577789,"threshold_uncertainty_score":0.01196891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384574235910921,"score_gpt":0.1928603652224172,"score_spread":0.179014622863308,"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."}}