{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001118866,0.001145475,0.0006512468,0.002071846,0.001922605,0.008138935,0.001610393,0.00434797,0.4852244],"category_scores_gemma":[0.005446151,0.0004250047,0.0007550159,0.001836985,0.0006048011,0.002927534,0.002089387,0.004917268,0.4446155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611536,"about_ca_system_score_gemma":0.00240593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806259,"about_ca_topic_score_gemma":0.00523407,"domain_scores_codex":[0.99896,0.00008314287,0.00006566751,0.0001308009,0.0005753092,0.0001851424],"domain_scores_gemma":[0.9963833,0.0004171154,0.0001781541,0.0003519706,0.001522033,0.001147388],"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":[0.00001355738,0.00001755798,0.0000464555,0.00005501643,0.00000103108,0.00005551047,0.00001012029,0.000006944234,0.00005365426,0.000570067,0.9789585,0.02021153],"study_design_scores_gemma":[0.000002385771,0.000004981629,0.0001720064,0.00005344256,6.982977e-7,0.00003886609,0.00002273929,0.000006868022,0.00002592068,0.0001047207,0.9995657,0.000001685946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000523656,0.006482087,0.0003720692,0.03281929,0.08344994,0.0001703923,0.003157736,0.001227254,0.8717976],"genre_scores_gemma":[0.001731101,0.003524189,0.0002801103,0.01306529,0.0142951,0.00009177322,0.002530739,0.0003112855,0.9641705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5147756,"threshold_uncertainty_score":0,"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."}}