{"id":"W4206656237","doi":"10.22215/etd/2021-14666","title":"Arguments, adjuncts and instruments in English and Turkish","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Adjunct; Argument (complex analysis); Categorization; Turkish; Linguistics; Psychology; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109842,0.0002061578,0.0002798809,0.0001574885,0.0001037449,0.0003749187,0.00005611416,0.0001353484,0.001092915],"category_scores_gemma":[0.0003646222,0.0002059774,0.00002481901,0.00002382344,0.00003307061,0.0001199243,0.00002948178,0.0001778521,0.000007330022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458545,"about_ca_system_score_gemma":0.0000497121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455863,"about_ca_topic_score_gemma":0.04192531,"domain_scores_codex":[0.9989678,0.00003072627,0.0003123111,0.0003337764,0.0001879382,0.0001674356],"domain_scores_gemma":[0.9994455,0.00004846512,0.0001263194,0.0001229916,0.0002077677,0.0000489427],"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":[0.00005142281,0.0001682266,0.0090893,0.0008096958,0.0001797116,0.00002991375,0.3603571,2.233505e-7,0.00002234641,0.6084071,0.0008100375,0.02007486],"study_design_scores_gemma":[0.005881557,0.0002721794,0.1330479,0.003211596,0.0006615014,0.000007652491,0.5835277,0.0005156767,0.0008984027,0.1755303,0.09366244,0.002783007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522896,0.0003052094,6.432094e-7,0.0002272542,0.004093532,0.0002302054,0.00002353849,0.0000482508,0.1427818],"genre_scores_gemma":[0.9564267,0.0002363675,0.000130341,0.0001144255,0.0008825262,0.00001952619,0.001234739,0.00003167005,0.04092367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4328769,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476811667122479,"score_gpt":0.2279242224879854,"score_spread":0.2131561058167606,"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."}}