{"id":"W7024664540","doi":"","title":"Sneak preview of the Saskatchewan soil information system (SKSIS)","year":2017,"lang":"en","type":"other","venue":"","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Information system; Field (mathematics); Management information systems; Software; Automation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001287402,0.0001081838,0.0001716469,0.00001564673,0.00005927156,0.00002484506,0.0003854911,0.00008507566,0.002220199],"category_scores_gemma":[0.00002486287,0.00006509629,0.00005763486,0.00003581552,0.0000885157,0.00006245561,0.0002226608,0.00005788153,0.0006957619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735445,"about_ca_system_score_gemma":0.00001897979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007283701,"about_ca_topic_score_gemma":0.00361519,"domain_scores_codex":[0.9994076,0.00002035643,0.0001593587,0.00008762268,0.0002249261,0.0001001736],"domain_scores_gemma":[0.9989993,0.000008197771,0.0004308776,0.0005308975,0.000003770819,0.00002696684],"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":[5.607725e-7,0.000004905099,0.0007474009,0.0007452994,0.00001983243,2.172478e-7,0.0002022758,0.00001639135,0.000004909135,0.0005756879,0.9300376,0.06764492],"study_design_scores_gemma":[0.00006194272,0.000004409645,0.001644296,0.0006640581,0.00002579369,0.00000135878,0.0001606323,0.0001371242,0.00001842441,0.00001459909,0.9971724,0.00009500953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001810397,0.00009761874,0.0009723928,0.00002317395,0.0002729753,0.0002916433,0.00004023403,0.00003468112,0.9982492],"genre_scores_gemma":[0.01306936,0.0001377162,0.0007901638,0.00010871,0.00004404764,0.00002076119,0.00001369609,0.00004812705,0.9857674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06754991,"threshold_uncertainty_score":0.9993269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00828044823562172,"score_gpt":0.208619755296301,"score_spread":0.2003393070606793,"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."}}