{"id":"W6923536287","doi":"10.14288/1.0180831","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001181316,0.00096525,0.001187367,0.004293562,0.002788661,0.009910984,0.001738995,0.001555554,0.9051834],"category_scores_gemma":[0.005538412,0.0007146233,0.0006241731,0.006944769,0.001487034,0.003689818,0.005760754,0.002492274,0.8883839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678864,"about_ca_system_score_gemma":0.003870527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140541,"about_ca_topic_score_gemma":0.01618649,"domain_scores_codex":[0.9990591,0.00007590958,0.00006480932,0.0001923644,0.0004718167,0.0001359314],"domain_scores_gemma":[0.9964322,0.0003330712,0.000180112,0.001389547,0.001055666,0.0006094132],"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":[0.00006470244,0.00005842419,0.000519336,0.0002830843,0.000008099934,0.00008215866,0.0001112086,0.00003321521,0.0003239059,0.005185135,0.8376745,0.1556561],"study_design_scores_gemma":[0.000008509126,0.000006352561,0.0005983051,0.00006898656,0.000002455635,0.00004261609,0.00007208531,0.00002253607,0.00008776159,0.0006252178,0.9984605,0.000004603731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006096013,0.0006478163,0.0002800463,0.0009361426,0.001314117,0.00008473301,0.006505221,0.0007901627,0.9888322],"genre_scores_gemma":[0.0007527827,0.0002544917,0.0001052376,0.0001475743,0.00005998015,0.00002145657,0.001854839,0.0002045719,0.9965991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9918594,"threshold_uncertainty_score":0.1352443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08929835815461815,"score_gpt":0.4195924149270597,"score_spread":0.3302940567724415,"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."}}