{"id":"W6924056098","doi":"10.14288/1.0180830","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","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":[0.0007931545,0.0009599613,0.001032747,0.003856244,0.002565516,0.01005942,0.001504805,0.001507703,0.830917],"category_scores_gemma":[0.003381062,0.0006200513,0.0006055284,0.006069284,0.001528795,0.004682387,0.005722469,0.002512584,0.7864876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651592,"about_ca_system_score_gemma":0.002519542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742066,"about_ca_topic_score_gemma":0.007003736,"domain_scores_codex":[0.999216,0.00005972003,0.00004675091,0.0001908742,0.0003716012,0.0001150675],"domain_scores_gemma":[0.997884,0.0001868404,0.0001284751,0.0008995613,0.0004933972,0.0004076714],"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":[0.00009866829,0.00007278973,0.0006979958,0.0003190305,0.00001234606,0.0001655776,0.0002045459,0.0000746447,0.0007051098,0.02698929,0.7275699,0.2430901],"study_design_scores_gemma":[0.000005973543,0.000005311794,0.0003406711,0.00004765225,0.000002289578,0.00007033646,0.00005367803,0.00002716752,0.0001281167,0.001833478,0.9974812,0.00000420525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008875877,0.00120949,0.0005290176,0.001105558,0.001422934,0.00004718454,0.0039696,0.0008633118,0.9899653],"genre_scores_gemma":[0.001804884,0.0004800392,0.0001763485,0.0001471221,0.0001068105,0.0000143048,0.001392414,0.0002715648,0.9956065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.996258,"threshold_uncertainty_score":0.2411763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05797826927358434,"score_gpt":0.3283001276333266,"score_spread":0.2703218583597423,"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."}}