{"id":"W7038411216","doi":"","title":"Grammar Competition Explored in Two Case Studies: The Null Subject Stage in English-Speaking Children and the Variation Observed in Old English","year":2022,"lang":"en","type":"dissertation","venue":"CUNY Academic Works (City University of New York)","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Subject (documents); Grammar; Rule-based machine translation; Focus (optics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006403936,0.0003681861,0.0006986714,0.001388108,0.001481758,0.001848791,0.001173738,0.001391349,0.001083952],"category_scores_gemma":[0.02230827,0.0005246914,0.0006961252,0.001447264,0.007337396,0.002086896,0.002570241,0.001320306,0.0001307874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269205,"about_ca_system_score_gemma":0.00135844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008336819,"about_ca_topic_score_gemma":0.01171836,"domain_scores_codex":[0.995342,0.00267932,0.0003246941,0.0006430204,0.0007263211,0.0002846948],"domain_scores_gemma":[0.9680544,0.02678562,0.001866943,0.001773899,0.0009047354,0.0006144768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005876827,0.0006171279,0.4836455,0.0004930036,0.0001261956,0.02106013,0.3268,0.01658093,0.01284287,0.1037176,0.001486272,0.03204265],"study_design_scores_gemma":[0.0002660996,0.001412041,0.5086619,0.000587211,0.0002645667,0.02206074,0.2339528,0.06808528,0.02600752,0.1015587,0.036672,0.0004711673],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943331,0.0001282849,0.003657097,0.0001839972,0.000003630451,0.00002491911,0.0000442807,0.00001042122,0.001614153],"genre_scores_gemma":[0.9940899,0.00009358419,0.005168311,0.0000468377,0.000002320558,0.00005386304,0.00007226234,0.00001222922,0.0004605918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008336819,"threshold_uncertainty_score":0.03386766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05802488763368624,"score_gpt":0.2774395977742456,"score_spread":0.2194147101405594,"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."}}