{"id":"W4244187426","doi":"10.1159/000334350","title":"IALP News","year":2011,"lang":"fr","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Natural language processing; Computer science; Psychology; 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":["insufficient_payload"],"category_scores_codex":[0.0006286965,0.0005597043,0.0005955682,0.0003808207,0.0003128162,0.0001063783,0.0007608155,0.0005251606,0.04031886],"category_scores_gemma":[0.0002205574,0.000535143,0.0004607944,0.0007417245,0.0006380551,0.0001653023,0.0003621323,0.0009344264,0.03162167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642655,"about_ca_system_score_gemma":0.0005333379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255096,"about_ca_topic_score_gemma":0.0003650481,"domain_scores_codex":[0.9951555,0.0008220769,0.0006359317,0.0009763091,0.000621098,0.001789125],"domain_scores_gemma":[0.9972373,0.000319962,0.0002204249,0.001160115,0.0001161181,0.00094608],"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":[0.0008869427,0.004782537,0.04156194,0.0001459627,0.001156361,0.004196013,0.0121447,7.129656e-7,0.0000438498,0.02994053,0.7544235,0.150717],"study_design_scores_gemma":[0.0036153,0.001878956,0.09979942,0.00006998106,0.000318722,0.0003004684,0.0002854031,0.00000912752,0.0001428151,0.004618127,0.8883964,0.0005652992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03893093,0.05038213,0.0009152963,0.02687066,0.01283873,0.001226279,0.0003793328,0.0004194378,0.8680372],"genre_scores_gemma":[0.8709367,0.005454449,0.004640868,0.0036571,0.002799667,0.0002861872,0.00005630481,0.0001789283,0.1119898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8320058,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08833093040560484,"score_gpt":0.3612362118690908,"score_spread":0.2729052814634859,"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."}}