{"id":"W6961103571","doi":"10.14288/1.0180877","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001532709,0.00005974694,0.0001724061,0.00008079516,0.0006914449,0.0004279135,0.0002943469,0.00003602205,0.0220247],"category_scores_gemma":[0.00008833387,0.00004913807,0.00006365133,0.0006650924,0.00001985306,0.0002761394,0.0001002972,0.00003172017,0.001907704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553139,"about_ca_system_score_gemma":0.00001608371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274915,"about_ca_topic_score_gemma":0.005197152,"domain_scores_codex":[0.9993792,0.000008218176,0.000236602,0.0002349806,0.00001263222,0.0001283375],"domain_scores_gemma":[0.9995245,0.00004446743,0.00009163141,0.0002680804,0.00001883929,0.00005249366],"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":[0.00001496726,0.00006768842,0.008798556,0.000001398662,0.00008951033,0.000001444085,0.00002705572,0.000001798045,0.00002599993,0.0144478,0.9676064,0.008917333],"study_design_scores_gemma":[0.0003121894,0.00003376665,0.00164329,0.000005442705,0.000005860651,0.000001807385,0.00001182443,0.00008504595,0.0000400033,0.04400004,0.95374,0.0001207539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007779561,0.00005119666,0.01417456,0.001498128,0.0004240237,0.0001524243,0.00052907,0.00002548889,0.9823672],"genre_scores_gemma":[0.06741831,0.0002047423,0.001187668,0.0002279539,0.0001147047,0.00008771687,0.00001345622,0.00001216894,0.9307333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06664035,"threshold_uncertainty_score":0.9988694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05496494133253554,"score_gpt":0.2351010438458664,"score_spread":0.1801361025133308,"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."}}