{"id":"W1752706732","doi":"","title":"UPDATE ON THE ACTIVITIES OF THE ENGLISH LANGUAGE RESEARCH CENTRE","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Linguistics; Computer science; Natural language processing; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04864657,0.001184178,0.002144472,0.0132958,0.002822436,0.01135075,0.005257944,0.006301139,0.02090934],"category_scores_gemma":[0.1042535,0.001041809,0.001323142,0.01059106,0.001626667,0.008583339,0.007348024,0.007354549,0.02280421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304365,"about_ca_system_score_gemma":0.02826166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03369612,"about_ca_topic_score_gemma":0.06128449,"domain_scores_codex":[0.9706808,0.00748308,0.006363718,0.001197153,0.01184762,0.002427618],"domain_scores_gemma":[0.7796947,0.02958959,0.01076128,0.009514276,0.1477896,0.02265052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007393693,0.00004695246,0.0004412208,0.0008393395,0.00001531355,0.00009798845,0.0003618835,0.00002630501,0.0001167744,0.0008623308,0.849099,0.1480189],"study_design_scores_gemma":[0.00001234917,0.00001456808,0.0006980206,0.001509682,0.00001684562,0.0001045505,0.0001612453,0.000007359013,0.00007951669,0.00015521,0.9972259,0.0000147419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002030183,0.3286139,0.005184455,0.3919644,0.1692875,0.0006920337,0.007276988,0.001675607,0.09327494],"genre_scores_gemma":[0.01580144,0.5673187,0.02958121,0.1137623,0.1101807,0.00223335,0.01602434,0.002230927,0.1428672],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04864657,"threshold_uncertainty_score":0.2572707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544813927091733,"score_gpt":0.224028267564173,"score_spread":0.2085801282932557,"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."}}