{"id":"W6961128490","doi":"10.14288/1.0180736","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Context (archaeology); Global Positioning System","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003450684,0.00004147111,0.00005255182,0.000001286605,0.001332088,0.0001375348,0.0001363049,0.00001771129,0.005995116],"category_scores_gemma":[0.00001275233,0.00001026468,0.00002542374,0.0002156055,0.00002791609,0.00008357895,0.0001344142,0.00001508617,0.0001519813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002667569,"about_ca_system_score_gemma":0.000001333962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006355088,"about_ca_topic_score_gemma":0.01054462,"domain_scores_codex":[0.9996807,0.0000135933,0.00005408273,0.0001136739,0.0000420507,0.00009591509],"domain_scores_gemma":[0.9998605,0.00006669205,0.00001435238,0.00002111809,0.000005547393,0.00003185092],"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":[0.00001323119,0.00005803961,0.006362745,1.703465e-7,0.00001141034,6.668716e-7,0.000007816648,6.615747e-8,0.0133278,0.00001553939,0.600008,0.3801945],"study_design_scores_gemma":[0.00009555528,0.0001022509,0.0805259,0.000005439108,0.000003043587,0.000002350503,0.0001023047,4.607276e-7,0.0006252101,0.001524167,0.9169405,0.00007279405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1848861,0.00002219401,0.000004261519,0.004496827,0.0002160609,0.0001810798,0.00003512136,0.00004180342,0.8101166],"genre_scores_gemma":[0.319645,0.0001649119,0.00007842745,0.0001866257,0.0001211886,0.00008857128,0.000002004993,3.761464e-7,0.6797129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3801217,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835730269554695,"score_gpt":0.2102675048207287,"score_spread":0.1819102021251817,"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."}}