{"id":"W7139499672","doi":"","title":"EPiCC Technical Report. Number 2","year":2013,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sampling (signal processing); Soil water; Field (mathematics); Calibration; Soil test","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004012334,0.001110199,0.0005585108,0.002909296,0.00182283,0.004247395,0.001982817,0.001190396,0.3241569],"category_scores_gemma":[0.006866675,0.00079057,0.0004640699,0.00331057,0.0004215741,0.001585399,0.001567567,0.001230328,0.3322513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554155,"about_ca_system_score_gemma":0.01134544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1080378,"about_ca_topic_score_gemma":0.1219904,"domain_scores_codex":[0.9957402,0.0003028531,0.0002251014,0.0004188224,0.002981283,0.000331838],"domain_scores_gemma":[0.9882625,0.0005540772,0.0003521154,0.001446296,0.008664406,0.0007205711],"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":[0.00004863804,0.00006881209,0.0007636384,0.00007087708,0.000002839066,0.00002582324,0.00002865327,0.00008906212,0.000402669,0.0008071569,0.9660903,0.03160163],"study_design_scores_gemma":[0.00001646303,0.00002647267,0.003220664,0.0000571221,0.000004604982,0.00003921532,0.00005170285,0.0001347066,0.0009427893,0.0003019238,0.9951922,0.00001226352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002814823,0.0006569939,0.008534482,0.002558969,0.001454773,0.002377749,0.1865249,0.005096702,0.7899806],"genre_scores_gemma":[0.004954443,0.0006047452,0.005621146,0.0004983368,0.0002006036,0.0007474286,0.1222503,0.001812563,0.8633105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6758431,"threshold_uncertainty_score":0.9640082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734922531790147,"score_gpt":0.2230695097412402,"score_spread":0.2057202844233387,"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."}}