{"id":"W4235561362","doi":"10.5203/lwbin.aafc.2014.1","title":"Soil and drainage and soil slope maps for Canada","year":2015,"lang":"en","type":"dataset","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drainage; Geology; Hydrology (agriculture); Environmental science; Soil science; Geotechnical engineering; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005664668,0.002105489,0.001188544,0.007439945,0.001428821,0.002372114,0.002643481,0.001299028,0.0442344],"category_scores_gemma":[0.004318902,0.0009193688,0.001419333,0.02149303,0.0005502567,0.0009331857,0.001222512,0.001439463,0.02496225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169693,"about_ca_system_score_gemma":0.03148784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9645249,"about_ca_topic_score_gemma":0.9776698,"domain_scores_codex":[0.9991958,0.00004473983,0.00005950206,0.0001584484,0.0003070342,0.000234481],"domain_scores_gemma":[0.9965024,0.0003381928,0.0002257378,0.0003377751,0.002220691,0.0003752248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004446208,0.00001637226,0.002298144,0.0003634877,0.00004870433,0.00002781822,0.00004311205,0.001094001,0.00005885765,0.0005821579,0.9924643,0.002958548],"study_design_scores_gemma":[0.0001923172,0.000006341299,0.01903105,0.0004260212,0.00006766865,0.00003657036,0.0001666258,0.001904634,0.0003494425,0.001047681,0.976711,0.00006063379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001665034,0.00004569775,0.00003247045,0.00002487984,0.000005186504,0.000004784652,0.9990489,0.0001454337,0.0005261404],"genre_scores_gemma":[0.0009320142,0.0001163342,0.0002558245,0.00002108293,0.00000252273,0.00002676449,0.9974363,0.00006386648,0.001145179],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0442344,"threshold_uncertainty_score":0.1479788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006923395804990152,"score_gpt":0.2029703520108562,"score_spread":0.196046956205866,"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."}}