{"id":"W2140464970","doi":"10.1017/s0047404508080135","title":"<scp>Albert Valdman, Julie Auger,</scp> and <scp>Deborah Piston-Hatlen</scp> (eds.), <i>Le Français en Amérique du Nord: État présent</i>","year":2008,"lang":"en","type":"article","venue":"Language in Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emigration; Settlement (finance); Humanities; History; Art; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.0007220272,0.0002722952,0.0004149227,0.0001606834,0.001629456,0.0002620237,0.0004857526,0.000452041,0.0001066552],"category_scores_gemma":[0.0007343746,0.0003469024,0.000313863,0.000660512,0.00137958,0.0004718505,0.0001270893,0.0005619038,0.0001783649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005964861,"about_ca_system_score_gemma":0.0009022236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4721253,"about_ca_topic_score_gemma":0.7185606,"domain_scores_codex":[0.997443,0.0002414988,0.0003695631,0.0005673547,0.0005803382,0.0007981994],"domain_scores_gemma":[0.9981801,0.0007949141,0.0001533786,0.0003691222,0.0000908037,0.000411689],"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":[0.000001053153,0.0001077032,0.006775315,0.00005686331,0.00003563859,0.0001563254,0.447835,0.000006224401,0.0003826328,0.000534152,0.5428745,0.001234559],"study_design_scores_gemma":[0.0006143844,0.0000227697,0.008953274,0.00003526901,0.00001966571,0.00001922969,0.04223028,0.00002615224,0.0001257019,0.000150061,0.9476914,0.0001117958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8735284,0.01308904,0.00004545363,0.001700095,0.00078409,0.0005059036,0.00007622992,0.0002184963,0.1100523],"genre_scores_gemma":[0.8190232,0.01800289,0.0009679967,0.007133091,0.002166567,0.0001271489,0.00007962187,0.0001349063,0.1523646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4056047,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006294910462755141,"score_gpt":0.2215429979687356,"score_spread":0.2152480875059804,"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."}}