{"id":"W6923472416","doi":"10.14288/1.0431780","title":"Granville St. - Vancouver, B.C.","year":2023,"lang":"en","type":"other","venue":"Open Collections","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Context (archaeology); Focus (optics); Identification (biology)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007284751,0.0001505016,0.0001818185,0.0001361068,0.0009780814,0.001181806,0.001342146,0.00008277721,0.001068437],"category_scores_gemma":[0.00001048415,0.000160984,0.00007633679,0.002186866,0.00002241598,0.0001308543,0.0006150247,0.0001306167,0.0003198384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005772888,"about_ca_system_score_gemma":0.0002276068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01996968,"about_ca_topic_score_gemma":0.07605769,"domain_scores_codex":[0.9990534,0.00002668386,0.0001411575,0.0004332943,0.0001859088,0.0001595994],"domain_scores_gemma":[0.9990112,0.000101242,0.0001147629,0.0006440722,0.00005256476,0.00007614838],"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":[3.475929e-7,0.00004641004,1.643947e-7,0.000002480603,0.00003405531,0.000001297181,0.0000104563,0.00006602581,2.285843e-7,0.02413188,0.9728553,0.002851341],"study_design_scores_gemma":[0.0001482645,0.00001368607,0.00000314069,0.0000234618,0.00000746123,0.000001374173,0.000005343933,0.00282248,0.000001163998,0.04255334,0.9542375,0.0001827791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.857626e-9,0.00002417853,0.1752166,0.0001595321,0.001231478,0.0005012168,0.0001442548,0.0007472436,0.8219755],"genre_scores_gemma":[0.00000308279,0.00005025095,0.01376759,0.0001158158,0.0002029474,0.0004161759,0.00002312416,0.0002840339,0.985137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1631615,"threshold_uncertainty_score":0.999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179417349199858,"score_gpt":0.2712912038043698,"score_spread":0.253349468884384,"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."}}