{"id":"W6888883091","doi":"10.25316/ir-18929","title":"The Flagstone V.25:No.5 [May 2020]","year":2020,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Neighbourhood (mathematics); Democracy; Brother; The arts; German","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":[],"consensus_categories":[],"category_scores_codex":[0.001755273,0.0007307582,0.0003751726,0.0007071701,0.007591335,0.006770871,0.001559686,0.01647352,0.10559],"category_scores_gemma":[0.006512308,0.0007255732,0.0007036941,0.0006739862,0.001764419,0.004000835,0.002410126,0.01129449,0.04731362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005414963,"about_ca_system_score_gemma":0.01421145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1848296,"about_ca_topic_score_gemma":0.3163318,"domain_scores_codex":[0.9982511,0.0001638055,0.00007215258,0.0002237344,0.0005281566,0.0007610915],"domain_scores_gemma":[0.9983935,0.0003054017,0.00006473476,0.000115279,0.0007254172,0.0003956732],"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":[0.000008689532,0.000008442431,0.0001683459,0.00002150532,0.000001328418,0.00007969344,0.0001250329,0.00001050678,0.00003615694,0.01520954,0.9797565,0.004574232],"study_design_scores_gemma":[0.000005183838,0.000005293949,0.0005741499,0.00008260812,0.000001778745,0.00002868243,0.0001516803,0.0000105105,0.00002789834,0.001087312,0.9980154,0.000009422611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001439707,0.004492091,0.0002534934,0.08532873,0.01284853,0.0001443809,0.001479932,0.0002229128,0.8937903],"genre_scores_gemma":[0.008354506,0.000890651,0.0001140593,0.1183372,0.001220508,0.0001889829,0.000390946,0.0001087248,0.8703944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8151704,"threshold_uncertainty_score":0.3675076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008900731090229435,"score_gpt":0.2053956358097209,"score_spread":0.1964949047194914,"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."}}