{"id":"W2575948774","doi":"10.5539/ijel.v7n1p163","title":"Pro-drop in Standard Arabic","year":2017,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflection; Linguistics; Verb; Sentence; Subject (documents); Computer science; Phonological rule; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005313366,0.0002903903,0.0002109373,0.0007463369,0.001730926,0.001721016,0.0002611433,0.0004381677,0.005581709],"category_scores_gemma":[0.001915027,0.0001850609,0.0001421957,0.0006329951,0.001709844,0.001390246,0.001001412,0.0006955353,0.00102917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007088519,"about_ca_system_score_gemma":0.000585071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516133,"about_ca_topic_score_gemma":0.001216283,"domain_scores_codex":[0.9994485,0.0001598616,0.0000638752,0.0001095321,0.0001641232,0.00005405721],"domain_scores_gemma":[0.9988526,0.0003880898,0.0001740412,0.0001967439,0.0003414445,0.00004696915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001200515,0.000196309,0.03638346,0.0008782786,0.00005977764,0.007352649,0.03588823,0.00153212,0.1347491,0.506419,0.008012669,0.267328],"study_design_scores_gemma":[0.0002413282,0.001984312,0.147826,0.0005717759,0.000179559,0.02862454,0.03740495,0.02669671,0.1370216,0.2681935,0.3509377,0.0003180522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898149,0.0004608248,0.01446238,0.0009297178,0.0001132196,0.00005727282,0.0003190392,0.0003054861,0.08520312],"genre_scores_gemma":[0.9936854,0.00007898917,0.002750669,0.00006878765,0.00002198376,0.00001166366,0.0001098375,0.00004482283,0.003227782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005581709,"threshold_uncertainty_score":0.01867265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325758023872423,"score_gpt":0.2922947257247107,"score_spread":0.2590371454859865,"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."}}