{"id":"W6907527797","doi":"10.25316/ir-10541","title":"Nanaimo Free Press [Saturday, July 25, 1896]","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001436807,0.0006061781,0.0006437478,0.0006719707,0.0001331308,0.0001859524,0.003954099,0.0006726406,0.0002386775],"category_scores_gemma":[0.00004165664,0.0006179695,0.0002800435,0.0006633164,0.0001414706,0.0005493271,0.001232274,0.0006543618,0.0008205873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156752,"about_ca_system_score_gemma":0.0002528728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116696,"about_ca_topic_score_gemma":0.002628183,"domain_scores_codex":[0.997175,0.0002107134,0.0001815542,0.001211119,0.0005664093,0.0006551485],"domain_scores_gemma":[0.9964958,0.0001268715,0.0003206102,0.002726182,0.0001144174,0.0002160841],"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":[0.00002524245,0.00009315354,0.00000118954,0.0001289408,0.000149507,0.0001301658,0.0003576623,0.00004111093,0.00001122982,0.005714295,0.9928634,0.0004841262],"study_design_scores_gemma":[0.001216777,0.0001365139,0.000002381923,0.0002256129,0.0000728501,0.000004162309,0.00007590852,0.0004287759,0.000118116,0.0002136275,0.9967459,0.0007593657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.680927e-7,0.000390824,0.06413179,0.0003099873,0.003492443,0.0005553401,0.0001849357,0.0006654027,0.9302684],"genre_scores_gemma":[0.0002360988,0.0002466222,0.003825138,0.0001407106,0.0002212406,0.000001542905,6.505787e-7,0.0001864852,0.9951415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06487311,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387331804805774,"score_gpt":0.2034436349817083,"score_spread":0.1895703169336505,"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."}}