{"id":"W6961226276","doi":"10.14288/1.0180829","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Tools and Methods","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":[0.001332959,0.0009984748,0.00125096,0.004947084,0.002749564,0.01030176,0.001937393,0.001566026,0.9055181],"category_scores_gemma":[0.006208049,0.0007692175,0.0006591829,0.007621524,0.001583699,0.004005569,0.006140198,0.002543133,0.8901255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017134,"about_ca_system_score_gemma":0.004117423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717807,"about_ca_topic_score_gemma":0.01458586,"domain_scores_codex":[0.9989574,0.00008965805,0.0000768293,0.0002062315,0.0005220363,0.0001477738],"domain_scores_gemma":[0.9958579,0.0003871638,0.0002111132,0.001670576,0.001208166,0.0006651419],"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":[0.00006628683,0.00006215407,0.0005030364,0.0003124768,0.000008476132,0.00008117621,0.0001235897,0.0000338926,0.0003244074,0.005727168,0.8322777,0.1604796],"study_design_scores_gemma":[0.000008973988,0.00000653682,0.000611924,0.00007846783,0.00000264737,0.00004544372,0.00007818108,0.00002347301,0.00009327951,0.0008037256,0.9982421,0.000005203135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006280389,0.0006628875,0.0003438799,0.0009317191,0.001331572,0.00009842557,0.008210944,0.0009576395,0.9868349],"genre_scores_gemma":[0.0008514096,0.0002824665,0.0001440972,0.0001530756,0.00006614417,0.0000263424,0.002601858,0.0002768016,0.9955978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09448195,"threshold_uncertainty_score":0.1347669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071897630305672,"score_gpt":0.4415052355978635,"score_spread":0.3343154725672963,"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."}}