{"id":"W2523220000","doi":"10.5539/ijel.v6n5p139","title":"On the Segmental-Structural Formation of Syllable Models (on the Material of the Spanish Language)","year":2016,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phonotactics; Syllable; Linguistics; Vowel; Pronunciation; Computer science; Consonant; Speech recognition; Mathematics; Phonology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006655793,0.00005427405,0.00008971675,0.00002778197,0.000135347,0.00005880381,0.0008347021,0.00002917837,0.0002105697],"category_scores_gemma":[0.009889196,0.00002051856,0.0001171495,0.00006684357,0.0001491824,0.00009520087,0.00005468893,0.00009058014,0.000001286982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008605255,"about_ca_system_score_gemma":0.00005130588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041311,"about_ca_topic_score_gemma":0.00009858323,"domain_scores_codex":[0.9987139,0.0001831664,0.0003269518,0.00003795375,0.0006690746,0.00006894822],"domain_scores_gemma":[0.9951179,0.0003621589,0.0006190865,0.0001547382,0.003728906,0.00001723063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009614256,0.00004985596,0.0001087189,0.000002836306,0.0001257996,6.113021e-7,0.01295635,0.0008005002,0.001249948,0.9779271,0.005824253,0.0008578912],"study_design_scores_gemma":[0.003107242,0.0007165885,0.002640707,0.002795565,0.0006995403,0.000005186851,0.1854022,0.003710309,0.259165,0.4046049,0.1363921,0.0007606563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167681,0.00003389732,0.00006689806,0.002023456,0.00368828,0.0001047095,0.00006138381,0.000004611575,0.07724863],"genre_scores_gemma":[0.9979999,0.00006358376,0.00003262569,0.0001373434,0.001554254,8.708365e-7,0.000002129842,0.000003361498,0.0002059355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5733222,"threshold_uncertainty_score":0.9984509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356272461664555,"score_gpt":0.3055094682860623,"score_spread":0.2819467436694168,"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."}}