{"id":"W2275130044","doi":"10.1017/cbo9780511667121.006","title":"French speakers","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West indies; Geography; French; Ethnology; History; 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"],"consensus_categories":[],"category_scores_codex":[0.0001804169,0.0001949484,0.0002525619,0.0001323921,0.0004202386,0.00003861878,0.0004379432,0.0004639492,0.0001616711],"category_scores_gemma":[0.00007169437,0.0002505186,0.0001481952,0.000008622927,0.0004540083,0.00003509902,0.0001319132,0.0003155415,0.00009614625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874483,"about_ca_system_score_gemma":0.0003332059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006785318,"about_ca_topic_score_gemma":0.0002125428,"domain_scores_codex":[0.9988635,0.00006783381,0.000133405,0.0003528503,0.0002890137,0.0002934162],"domain_scores_gemma":[0.9990309,0.00008060698,0.0001744629,0.0002909602,0.0002061391,0.0002169034],"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":[0.000008036846,0.000003995814,0.000005118577,0.000005563371,0.00004508045,0.0003207772,0.0004521237,2.904679e-7,0.000001116755,0.8843285,0.1142943,0.0005350787],"study_design_scores_gemma":[0.0002803474,0.00001459013,0.00001982871,0.00002731481,0.000105762,0.000004006994,0.0001131269,0.000002601929,0.000002337751,0.00008095667,0.9990852,0.0002639626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001531422,0.00003866614,0.0003526241,0.00009209185,0.0009463045,0.0002469587,0.00008398628,0.0001584173,0.9980657],"genre_scores_gemma":[0.001020748,0.0001792615,0.00008936819,0.000180448,0.0006726035,2.372108e-7,0.00003447743,0.00002156379,0.9978013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8847909,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344062615586008,"score_gpt":0.2408982795715228,"score_spread":0.2074576534156627,"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."}}