{"id":"W2233434477","doi":"10.1007/978-94-007-6362-3_6","title":"The Syntax-Discourse Interface and the Interface Between Generative Theory and Pedagogical Approaches to SLA","year":2013,"lang":"en","type":"book-chapter","venue":"Educational linguistics","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Clitic; Computer science; Interface (matter); Syntax; Linguistics; Generative grammar; Meaning (existential); Interlanguage; Process (computing); Natural language processing; Psychology; Artificial intelligence; Programming language; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001006373,0.0004141649,0.0004064503,0.00007925693,0.0009481963,0.0007646755,0.000356067,0.0001468042,0.0007067266],"category_scores_gemma":[0.00586856,0.0002500609,0.00007925096,0.00001027205,0.001626314,0.00002549814,0.0002621074,0.0005283662,0.0002103208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007871081,"about_ca_system_score_gemma":0.0002049514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358357,"about_ca_topic_score_gemma":0.0002171683,"domain_scores_codex":[0.9982589,0.0001605193,0.0005309816,0.0004598769,0.000342907,0.0002467627],"domain_scores_gemma":[0.993626,0.004911545,0.0003503789,0.0003900796,0.0005868174,0.0001352063],"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":[0.00004682228,0.0000153101,0.0000107067,0.00002746403,0.0001999583,3.117838e-7,0.04729662,0.000005899281,1.623192e-7,0.9485009,0.002688397,0.001207445],"study_design_scores_gemma":[0.0001580651,0.00004063926,0.0000429637,0.0001150207,0.0002599346,0.000002775874,0.006363152,0.00008568858,0.000004225998,0.7301799,0.2624674,0.0002802006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001247952,0.005763254,0.003334576,0.08843338,0.008927331,0.001907983,0.0005301414,0.00007235904,0.889783],"genre_scores_gemma":[0.4564874,0.0001367866,0.001133687,0.0002688158,0.02062941,0.00007847404,0.00009296474,0.00007775877,0.5210947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4552394,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695823867073075,"score_gpt":0.3351499588297056,"score_spread":0.1655675721223981,"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."}}