{"id":"W2696686765","doi":"10.4000/signata.1131","title":"Québec","year":2016,"lang":"fr","type":"article","venue":"Signata","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001136828,0.0001319603,0.0001545445,0.0000555439,0.0002605167,0.00012953,0.0001841398,0.00005033044,0.08395986],"category_scores_gemma":[0.0001288515,0.00008308934,0.0001353773,0.00002072096,0.0004237249,0.0001077474,0.00006120191,0.00005215461,0.00427411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006072204,"about_ca_system_score_gemma":0.000177705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07076387,"about_ca_topic_score_gemma":0.03982976,"domain_scores_codex":[0.9991649,0.00002883793,0.000186258,0.0002048096,0.0001466733,0.0002684858],"domain_scores_gemma":[0.9992844,0.0001280693,0.00006218333,0.0002980484,0.0001270634,0.0001001987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004502798,0.00006208121,0.0001236746,0.0000162311,0.0001041897,0.00002834263,0.0008691753,5.174557e-7,0.00006506957,0.8554891,0.1190078,0.02422933],"study_design_scores_gemma":[0.0002052774,0.0000399386,0.00002146879,0.0001066138,0.0001720507,0.000001335833,0.000447792,0.00002579953,0.0000991669,0.01219828,0.9865041,0.0001782002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0013039,0.03489194,0.0004135909,0.04545855,0.002333465,0.00006313494,0.0005388329,0.00004426363,0.9149523],"genre_scores_gemma":[0.4390233,0.0006909157,0.00002260253,0.0003019263,0.005350146,0.000002898611,0.000005037463,0.00001679437,0.5545864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8674963,"threshold_uncertainty_score":0.9965011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129403432614776,"score_gpt":0.2521599655028655,"score_spread":0.2208659311767177,"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."}}