{"id":"W4311404236","doi":"10.55714/bat-124.9","title":"Hizkuntza-erronkak lanean, hezkuntzan eta osasunean Quebecen","year":2022,"lang":"eu","type":"article","venue":"BAT SOZIOLINGUISTIKA ALDIZKARIA","topic":"Human Rights and Immigration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":[0.002461145,0.0007326814,0.0009005944,0.0003483717,0.005834072,0.0005849023,0.0016338,0.0003595808,0.03247815],"category_scores_gemma":[0.0007985847,0.0007365301,0.0004805374,0.0009563674,0.000596488,0.0002646204,0.000652814,0.001347799,0.001197768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342028,"about_ca_system_score_gemma":0.001603159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0304007,"about_ca_topic_score_gemma":0.0255103,"domain_scores_codex":[0.9924756,0.001612364,0.00117834,0.001342455,0.001812212,0.001579051],"domain_scores_gemma":[0.9969372,0.0003266376,0.0007053689,0.001069594,0.0003608832,0.0006002835],"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":[0.0003458609,0.0009640866,0.002093338,0.0001502029,0.0004844458,0.0004868392,0.112049,0.005985199,0.0002472047,0.574786,0.2976727,0.004735159],"study_design_scores_gemma":[0.001033275,0.0003557269,0.0008669542,0.00004997373,0.0002358608,0.00001775186,0.007997706,0.003054603,0.00003886236,0.008732808,0.9765002,0.001116251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1962576,0.007701475,0.0007389073,0.01270444,0.04104701,0.004426865,0.001708255,0.001701761,0.7337137],"genre_scores_gemma":[0.927929,0.0003033842,0.000587261,0.001527256,0.006531624,0.0001297346,0.0005690883,0.0001487047,0.06227399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7316714,"threshold_uncertainty_score":0.9995799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331185121286915,"score_gpt":0.2844459695188915,"score_spread":0.2611341183060223,"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."}}