{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001067883,0.000869001,0.001122164,0.004042047,0.002978627,0.009727258,0.001773725,0.001529758,0.9156646],"category_scores_gemma":[0.004947359,0.0006721238,0.0006299969,0.006127791,0.001376506,0.003512475,0.005784962,0.002377773,0.8965315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423726,"about_ca_system_score_gemma":0.003130711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007693062,"about_ca_topic_score_gemma":0.01563334,"domain_scores_codex":[0.9991504,0.00006222945,0.00005733283,0.0001649136,0.0004331489,0.0001319135],"domain_scores_gemma":[0.9965736,0.0003141753,0.0001826711,0.001204349,0.001026608,0.0006986295],"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":[0.00006318658,0.00007079923,0.0006373873,0.0002200051,0.000008031832,0.00008027525,0.000110173,0.00003560858,0.0002777806,0.004374097,0.8251576,0.1689649],"study_design_scores_gemma":[0.000009494081,0.000007878093,0.0007112406,0.00006513091,0.000002643269,0.00004348268,0.00008974087,0.00002616222,0.00009931485,0.0006218211,0.9983175,0.00000568737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006452069,0.0004765358,0.000235749,0.00082098,0.001014956,0.0000717545,0.00474868,0.0008272505,0.9911589],"genre_scores_gemma":[0.0007955383,0.0001846855,0.00007784815,0.0001265142,0.00005430869,0.00001629551,0.001402018,0.0001814658,0.9971614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08433545,"threshold_uncertainty_score":0.1202942,"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."}}