{"id":"W1663695310","doi":"","title":"6th International Conference on Speech Motor Control Groningen: Abstracts","year":2011,"lang":"nl","type":"article","venue":"Stem- Spraak- en Taalpathologie","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motor control; Stuttering; Psychology; Neuroscience; Developmental psychology","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":[0.00107518,0.0007355526,0.0007410037,0.0003758767,0.0002151014,0.0001745163,0.001347138,0.0006181535,0.01137807],"category_scores_gemma":[0.000332849,0.0006491595,0.0003147459,0.0001695225,0.0004291184,0.0001912484,0.0002987889,0.00105195,0.01695723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004463345,"about_ca_system_score_gemma":0.0002520227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491218,"about_ca_topic_score_gemma":0.00004699268,"domain_scores_codex":[0.9948293,0.0006842052,0.0008415447,0.001366961,0.000794882,0.001483118],"domain_scores_gemma":[0.9970698,0.0005013424,0.0004320971,0.00126499,0.0002775963,0.0004541944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02368999,0.02189335,0.2478392,0.0005960807,0.009294711,0.1210288,0.02192463,0.00007221234,0.02434436,0.116693,0.04279599,0.3698277],"study_design_scores_gemma":[0.02739223,0.01997247,0.8845529,0.00102958,0.000748601,0.001635236,0.006834609,0.0003535024,0.01295359,0.00713489,0.03394312,0.003449257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3940698,0.001030033,0.0003713554,0.002005969,0.007105551,0.001679926,0.0008635905,0.0003494841,0.5925243],"genre_scores_gemma":[0.9720959,0.0005678784,0.0007672247,0.0005854779,0.0007157316,0.0002711746,0.00005349128,0.00008839535,0.02485472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6367137,"threshold_uncertainty_score":0.9995959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401392185783871,"score_gpt":0.3603009006819089,"score_spread":0.2201616821035218,"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."}}