{"id":"W1802711857","doi":"","title":"FROM EPISTEMOLOGICAL TRENDS TO CLINICAL AND EDUCATIONAL PRACTICES IN SPEECH-LANGUAGE PATHOLOGY","year":2013,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Galician and Iberian cultural studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Discipline; Multidisciplinary approach; Epistemology; Field (mathematics); Perception; Interdisciplinarity; Sociology; Cognitive science; Psychology; Social science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0384823,0.0005266131,0.0005657414,0.008891368,0.01088417,0.01804313,0.002244227,0.005825246,0.002008002],"category_scores_gemma":[0.03802309,0.0004649081,0.0003310428,0.006229567,0.09510852,0.01977578,0.0104555,0.00911663,0.0003552762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01354352,"about_ca_system_score_gemma":0.01232905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727168,"about_ca_topic_score_gemma":0.002910715,"domain_scores_codex":[0.9689791,0.02309925,0.001518804,0.001661421,0.003774106,0.000967334],"domain_scores_gemma":[0.9592388,0.02839777,0.003641522,0.002313505,0.00444118,0.001967377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001140426,0.00004028803,0.001440805,0.0002023192,0.00000607871,0.0001933849,0.1521606,0.00007980919,0.0001278887,0.8317226,0.001272401,0.01274235],"study_design_scores_gemma":[0.00002071977,0.00005954325,0.00256808,0.00152521,0.00001041017,0.0006372546,0.256528,0.0003369844,0.000368824,0.6265938,0.1113122,0.00003914088],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1732037,0.0539482,0.03688129,0.3576007,0.003576119,0.0001708214,0.00009039009,0.0001023578,0.3744264],"genre_scores_gemma":[0.9615988,0.01181941,0.01089578,0.008811011,0.001022296,0.0002388836,0.00004479617,0.00006598901,0.005503155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0384823,"threshold_uncertainty_score":0.2035163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061719213959289,"score_gpt":0.4205316589462336,"score_spread":0.3143597375503046,"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."}}