{"id":"W6960919184","doi":"10.14288/1.0180778","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Scientific Computing and Data Management","field":"Decision 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002672858,0.00006088929,0.0001120269,0.0001380338,0.00199083,0.004739604,0.001612554,0.00001908538,0.01152234],"category_scores_gemma":[0.002350054,0.0000334717,0.00005008015,0.002474525,0.00005089652,0.0004347874,0.0009952013,0.00003125292,0.001906002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004705304,"about_ca_system_score_gemma":0.00007052976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143686,"about_ca_topic_score_gemma":0.00175478,"domain_scores_codex":[0.9983615,0.0001092372,0.0003067071,0.0005468696,0.0005035627,0.0001721216],"domain_scores_gemma":[0.9978119,0.0008008488,0.00008701274,0.001050372,0.000165487,0.00008443094],"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":[0.000005132999,0.00002219178,0.0001377822,8.035563e-8,0.000003873324,9.207408e-7,0.00001239401,0.00000269178,0.0000198892,0.000319214,0.8362063,0.1632695],"study_design_scores_gemma":[0.0002298827,0.00002607311,0.0006656342,0.00000773132,0.000002944656,0.000002809236,0.0001193299,0.0002215573,0.00004959285,0.03533741,0.963267,0.00007000205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006918918,0.00000350569,0.05560682,0.003374988,0.002384806,0.0002450703,0.0000352544,0.0000511356,0.9376065],"genre_scores_gemma":[0.01973917,0.000003119095,0.00316515,0.000161337,0.00006504104,0.00002575749,8.513528e-7,0.000004030059,0.9768355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1631995,"threshold_uncertainty_score":0.9993085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856498171063115,"score_gpt":0.403553440583555,"score_spread":0.2179036234772435,"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."}}