{"id":"W3214969588","doi":"10.2139/ssrn.3931403","title":"Ontario Septic Systems &amp;amp; Treatment Units with Soils -- Design, Installation, Troubleshooting","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BIO (Canada); University of Waterloo","funders":"","keywords":"Troubleshooting; Engineering; Environmental science; Reliability engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004625879,0.0006047348,0.0002492197,0.000809943,0.002751647,0.0009113711,0.0008952112,0.0004100834,0.01898347],"category_scores_gemma":[0.001285372,0.000545626,0.0003370648,0.0009513162,0.0006290121,0.0005494242,0.0005519165,0.0005276705,0.00448131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006971922,"about_ca_system_score_gemma":0.018871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3303656,"about_ca_topic_score_gemma":0.7011904,"domain_scores_codex":[0.9988493,0.00008369839,0.00004628427,0.00006397647,0.0008521407,0.0001045705],"domain_scores_gemma":[0.9989229,0.0001210161,0.0001179993,0.0001173116,0.0006385242,0.00008226833],"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":[0.001036354,0.0005233649,0.05162424,0.001616975,0.00003860852,0.001022216,0.001768497,0.01916179,0.2125116,0.003609448,0.07665416,0.6304327],"study_design_scores_gemma":[0.0003004582,0.002377652,0.1792204,0.0002809826,0.0001406815,0.001499465,0.002237259,0.02870454,0.2636878,0.001407791,0.5199472,0.0001957216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6095893,0.002049288,0.1882103,0.002258972,0.0003486312,0.006997778,0.009720536,0.01240066,0.1684245],"genre_scores_gemma":[0.730822,0.00105762,0.1404779,0.0002839509,0.00003614113,0.001002515,0.002277602,0.0005600381,0.1234823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6696343,"threshold_uncertainty_score":0.6568854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252052577367268,"score_gpt":0.2420716921297413,"score_spread":0.1895511663560686,"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."}}