{"id":"W7010505225","doi":"","title":"Initiation des changements phoniques : le cas de l’écosystème rhotique du français laurentien","year":2022,"lang":"fr","type":"dissertation","venue":"IRIS","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistic analysis; Portrait; Period (music)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009613462,0.000252404,0.0003157053,0.0001948397,0.001393596,0.00009209463,0.0003389963,0.0004076293,0.007909119],"category_scores_gemma":[0.0009285217,0.000311225,0.0001532823,0.0004582198,0.0001580316,0.0001663991,0.00005923469,0.0003345183,0.0001781764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007564525,"about_ca_system_score_gemma":0.0007951484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1480222,"about_ca_topic_score_gemma":0.0650319,"domain_scores_codex":[0.9974736,0.0007954033,0.0004201199,0.0004031624,0.0004257789,0.0004819247],"domain_scores_gemma":[0.9987434,0.0001663127,0.0004187618,0.000169409,0.0003534255,0.0001486566],"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":[0.00007098116,0.0004879592,0.03402448,0.0002444542,0.0002091609,0.0001062203,0.8145297,0.00003764002,0.0005800938,0.1303598,0.01137416,0.007975435],"study_design_scores_gemma":[0.001348012,0.0003185225,0.1863948,0.0001911079,0.0004037314,0.00001822435,0.07614046,0.0004800956,0.002115415,0.03266598,0.6988636,0.001060068],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078455,0.001825121,0.003492247,0.003802061,0.01017166,0.001033179,0.0002738479,0.0002601861,0.1712963],"genre_scores_gemma":[0.981956,0.00115732,0.001316392,0.0007413163,0.00109245,0.0002719566,0.001543799,0.00004612042,0.01187466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7383892,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926485701463226,"score_gpt":0.3236999788653303,"score_spread":0.294435121850698,"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."}}