{"id":"W6944369696","doi":"10.17616/r34j76","title":"University of Alberta Dataverse","year":2018,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Work (physics); Government (linguistics); Information 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008928165,0.0002577635,0.0006135419,0.0006066997,0.00014941,0.00003100338,0.001642779,0.000543555,0.003598111],"category_scores_gemma":[0.001166801,0.0002801414,0.0001552255,0.0008678583,0.00523615,0.000102003,0.000743887,0.0004489128,0.002761307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784417,"about_ca_system_score_gemma":0.0008290469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06454457,"about_ca_topic_score_gemma":0.00552874,"domain_scores_codex":[0.9963275,0.0004665363,0.0002734505,0.0006123346,0.001811953,0.0005082855],"domain_scores_gemma":[0.9950885,0.0003702104,0.0006896089,0.002761936,0.0008954474,0.0001943067],"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":[0.0002546985,0.0001006027,0.002089497,0.001077951,0.0003244054,0.0001169888,0.0002707467,1.268869e-7,0.002610261,0.001117266,0.9919991,0.0000383283],"study_design_scores_gemma":[0.0003084537,0.0001743477,0.0001150668,0.001290652,0.00005248593,0.00002231913,0.001104381,0.000002614598,0.005698333,0.00004078679,0.9909867,0.0002038826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007397378,0.0002862286,0.000009610056,0.00002598033,0.00045347,0.0003606991,0.0004906278,0.0000994934,0.9975342],"genre_scores_gemma":[0.002590835,0.0002141108,0.001002192,2.472759e-7,0.0008392761,8.748628e-7,0.0001584258,0.0004327911,0.9947612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05901583,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444012214854205,"score_gpt":0.3417476759846736,"score_spread":0.2973464544992531,"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."}}