{"id":"W1964316436","doi":"10.1017/s0047404507070479","title":"<scp>Fèlix Martí, Paul Ortega, Itziar Idiazabal, Andoni Barreña, Patxi Juaristi, Carme Junyent, Belen Uranga and Estibaliz Amorrortu</scp> (eds.), <i>Words and worlds: World languages review</i>","year":2007,"lang":"en","type":"article","venue":"Language in Society","topic":"Basque language and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Globe; Appeal; Diversity (politics); Vitality; Government (linguistics); Sociology; Library science; Political science; Linguistics; Psychology; Computer science; Law; Anthropology; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002164307,0.0004996625,0.000800513,0.00009155735,0.0007220221,0.0001683936,0.0003727982,0.0002921617,0.0001305669],"category_scores_gemma":[0.0006386967,0.0004382232,0.0002627136,0.001189275,0.0007356114,0.0003633321,0.0002396215,0.0007122595,0.00001512295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373748,"about_ca_system_score_gemma":0.00009497265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007451379,"about_ca_topic_score_gemma":0.08010834,"domain_scores_codex":[0.9964757,0.0002889289,0.0006295991,0.0007714747,0.0006787468,0.001155556],"domain_scores_gemma":[0.9981462,0.0006780901,0.0002594632,0.0004280368,0.0001040699,0.0003841036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002394038,0.0002726238,0.117512,0.001396653,0.0003442437,0.001135704,0.4308845,0.000001125271,0.0009157133,0.001348341,0.3735194,0.07264585],"study_design_scores_gemma":[0.002078379,0.0000975343,0.02892123,0.001806022,0.0004344761,0.00004702263,0.3551434,0.00001175556,0.000366527,0.0002926289,0.6099577,0.0008432922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.446019,0.514953,0.00005565238,0.002219414,0.0004419954,0.001217132,0.0001283769,0.0003461376,0.03461923],"genre_scores_gemma":[0.8259764,0.1290725,0.002620589,0.0115044,0.002046127,0.00016111,0.0001582895,0.0001254091,0.0283351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3858805,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007693753459354263,"score_gpt":0.2999288850914949,"score_spread":0.2922351316321407,"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."}}