{"id":"W6923311797","doi":"10.14288/1.0079015","title":"The Daily Canadian","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Variety (cybernetics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005947353,0.00002011025,0.00003063656,0.00001120608,0.01859953,0.0005477813,0.0002096357,0.00002953784,0.0002521184],"category_scores_gemma":[0.0005869211,0.00001536052,0.00001002783,0.0004319616,0.0002190909,0.00006979646,0.00002301886,0.00004763128,0.0001065435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938183,"about_ca_system_score_gemma":0.002345101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.934814,"about_ca_topic_score_gemma":0.9747577,"domain_scores_codex":[0.999602,0.0001156635,0.00004007782,0.00005179841,0.00004955002,0.0001409608],"domain_scores_gemma":[0.9995183,0.0001485261,0.00001228037,0.00006522905,0.0001185582,0.0001370684],"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":[9.74681e-7,0.000003198821,0.0007326159,1.956574e-8,0.000007476031,8.829378e-8,0.01161863,6.34473e-7,1.179121e-8,0.006537183,0.9809407,0.0001584619],"study_design_scores_gemma":[0.00004064736,0.000004513965,0.0009166846,3.305516e-7,0.000002487683,2.376355e-7,0.09381401,4.679329e-7,2.157404e-7,0.01015485,0.8950446,0.00002098025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003507778,0.00009683471,0.000002869484,0.02432612,0.001296055,0.0001417293,0.00000210861,0.00001115139,0.9737723],"genre_scores_gemma":[0.1066671,0.00006368589,0.00004546017,0.0004917953,0.0001766658,0.0001045699,6.668406e-7,0.000001654872,0.8924484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1063163,"threshold_uncertainty_score":0.9826781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357033106883509,"score_gpt":0.4056495145457716,"score_spread":0.2699462038574207,"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."}}