{"id":"W7128122769","doi":"","title":"Martineau, France / Remysen, Wim / Thibault, André (2022) : <i>Le français au Québec et en Amérique du Nord.</i> Paris: Ophrys, 376 p.","year":2024,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Field (mathematics); Subject (documents)","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002705673,0.0008962139,0.001549176,0.0009628464,0.001667248,0.008567111,0.003660436,0.000356674,0.02437735],"category_scores_gemma":[0.003715645,0.0008629957,0.0007464142,0.0006141466,0.0006200954,0.004028932,0.0022958,0.001658044,0.0004088418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355774,"about_ca_system_score_gemma":0.001700125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5032744,"about_ca_topic_score_gemma":0.2194619,"domain_scores_codex":[0.9941899,0.0007733536,0.001655803,0.001155612,0.001266348,0.0009589567],"domain_scores_gemma":[0.9944822,0.0009082721,0.0009316245,0.0009388385,0.002187911,0.000551135],"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":[0.000205612,0.000660233,0.3092971,0.001218194,0.000952357,0.0006906345,0.08277643,0.0000608453,0.0004179028,0.00151894,0.5997531,0.00244864],"study_design_scores_gemma":[0.001183632,0.00004988375,0.1381884,0.00246964,0.0005962729,0.00001324886,0.01037644,0.0004012159,0.001687795,0.001651707,0.8417856,0.001596262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.657355,0.2705906,0.0003965539,0.001630468,0.0309387,0.001185538,0.001677862,0.0002898654,0.03593539],"genre_scores_gemma":[0.926553,0.03555176,0.00003747487,0.00172118,0.01126231,0.00003362211,0.00007821056,0.000172985,0.02458943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2838125,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09341486044692003,"score_gpt":0.4399017496827449,"score_spread":0.3464868892358249,"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."}}