{"id":"W4253891860","doi":"10.4095/301429","title":"Mother Tongue, 2006 - English and French (by census subdivision)","year":2010,"lang":"en","type":"report","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subdivision; Census; Tongue; Genealogy; Geography; Linguistics; History; Demography; Archaeology; Sociology; Population; Philosophy","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":[0.0002717401,0.0003009602,0.0003967769,0.0001210076,0.0003220566,0.0005484113,0.0002343685,0.000307059,0.01826042],"category_scores_gemma":[0.00390939,0.0002516325,0.0001256628,0.00001603048,0.0002992582,0.000108674,0.0001981534,0.000511729,0.0001071807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004830937,"about_ca_system_score_gemma":0.0001075904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05090077,"about_ca_topic_score_gemma":0.02837201,"domain_scores_codex":[0.9984285,0.00002129215,0.0002840974,0.0004129399,0.0005626761,0.000290447],"domain_scores_gemma":[0.9953778,0.00005493812,0.0001754843,0.0002896803,0.003974878,0.0001271527],"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":[0.000001444653,0.00005829356,0.00227541,0.0001096613,0.00006292443,0.00001801443,0.007230345,6.162881e-9,3.438335e-7,0.001748872,0.9879813,0.0005133661],"study_design_scores_gemma":[0.0001616248,0.00002188105,0.0004510269,0.00003230238,0.0001198169,5.408812e-7,0.002483405,0.000001626195,0.000007442905,0.0003303865,0.9960248,0.0003651613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01505512,0.002147397,0.000003225052,0.000007548823,0.04637861,0.0002007045,0.002831153,0.0001766478,0.9331996],"genre_scores_gemma":[0.04951799,0.001040501,0.00005284215,0.0002307973,0.0664854,0.000004531791,0.0008825816,0.00007079994,0.8817146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05148502,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356030383608118,"score_gpt":0.2350830901972505,"score_spread":0.2115227863611693,"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."}}