{"id":"W4244185886","doi":"10.1075/bct.47.17sha","title":"Formulaic sequences","year":2012,"lang":"en","type":"book-chapter","venue":"Benjamins current topics","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.0002767328,0.0004462603,0.000299628,0.001002817,0.0009666087,0.001630858,0.000692256,0.0006612779,0.03467076],"category_scores_gemma":[0.001630709,0.0001819812,0.0003764964,0.0009526677,0.001529732,0.002978159,0.0008404136,0.001148409,0.005388604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008840224,"about_ca_system_score_gemma":0.0006237265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008673473,"about_ca_topic_score_gemma":0.001465096,"domain_scores_codex":[0.9996334,0.00007423021,0.00003390963,0.00008705595,0.0001323221,0.00003901694],"domain_scores_gemma":[0.9996238,0.0001250938,0.00003600111,0.00006310268,0.0001298907,0.00002207213],"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":[0.00002791006,0.00001382658,0.0001269278,0.0001187789,0.000004694697,0.0001114947,0.000181693,0.0003420498,0.001300005,0.9300916,0.0124855,0.05519534],"study_design_scores_gemma":[0.00001454497,0.00003182034,0.0002412728,0.00006414034,0.000006794203,0.0003560749,0.0001029756,0.001772094,0.001671029,0.7435411,0.2521856,0.00001261249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03101468,0.005300206,0.1732786,0.00412763,0.003222623,0.0001857295,0.00135237,0.001025327,0.7804929],"genre_scores_gemma":[0.5096237,0.005117637,0.153175,0.001589566,0.00129784,0.0002592463,0.002852722,0.0005467043,0.3255376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03467076,"threshold_uncertainty_score":0.1159853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457566208987121,"score_gpt":0.3436642205290992,"score_spread":0.279088558439228,"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."}}