{"id":"W6961278718","doi":"10.14288/1.0180674","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Environments and Student Outcomes","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000179743,0.00003142345,0.00004757505,0.00001500372,0.003074409,0.00036811,0.0002368044,0.00002121362,0.01342433],"category_scores_gemma":[0.0001008635,0.00002163911,0.00002313938,0.0002340143,0.00006964017,0.0001840267,0.00005559353,0.00001953657,0.0001528911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353578,"about_ca_system_score_gemma":0.0001392083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761373,"about_ca_topic_score_gemma":0.0162558,"domain_scores_codex":[0.9995409,0.00005149061,0.000067646,0.0001001297,0.0001287217,0.0001111167],"domain_scores_gemma":[0.9997036,0.000117479,0.00002214494,0.00008202253,0.00001752488,0.00005717124],"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":[0.0000035473,0.00009183051,0.01034318,2.012959e-7,0.00001522854,2.681355e-7,0.0007633974,1.984747e-7,0.00001422295,0.01272123,0.9667853,0.009261429],"study_design_scores_gemma":[0.0001237113,0.000009914816,0.007673102,0.000003878108,0.000003266022,1.523178e-7,0.001001114,1.085902e-7,0.000004578887,0.004898065,0.986236,0.00004614935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001444113,0.000004587385,0.0001572545,0.01279981,0.0005526707,0.0002011502,0.000005650015,0.00001662682,0.9848182],"genre_scores_gemma":[0.03093395,0.0001239694,0.0004822808,0.0002228853,0.0001217918,0.0000692769,3.861774e-7,0.000003383418,0.9680421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02948984,"threshold_uncertainty_score":0.9982234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118008802018808,"score_gpt":0.3604618002476539,"score_spread":0.3192817122274658,"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."}}