{"id":"W4404248939","doi":"10.1017/s0272263124000469","title":"Do they like me?","year":2024,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002611303,0.0003965606,0.0004032284,0.0005926391,0.001850404,0.002969018,0.0003536986,0.0008503813,0.01407399],"category_scores_gemma":[0.01036698,0.0001494958,0.0002834763,0.0003459774,0.00123652,0.001825122,0.0013427,0.001830131,0.004551136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006386866,"about_ca_system_score_gemma":0.0005074174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150981,"about_ca_topic_score_gemma":0.002408233,"domain_scores_codex":[0.9979677,0.001169328,0.00008923824,0.0001682575,0.000439523,0.0001660581],"domain_scores_gemma":[0.9951239,0.00157635,0.00112549,0.0002264786,0.0008194182,0.001128369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005427989,0.0004455913,0.274019,0.001040034,0.0003174146,0.002570977,0.2993942,0.0001931744,0.006785362,0.01073749,0.1411155,0.2628385],"study_design_scores_gemma":[0.00004762514,0.000622249,0.1258271,0.0009540596,0.0001586838,0.006598449,0.4827121,0.0006866878,0.002002476,0.008511834,0.3716814,0.0001973596],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519316,0.01245654,0.004444655,0.02606076,0.002401865,0.0001074777,0.0006694295,0.0001910495,0.1017366],"genre_scores_gemma":[0.966437,0.003728022,0.001426848,0.007032211,0.000366239,0.00006426055,0.0002206524,0.00004934909,0.02067546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407399,"threshold_uncertainty_score":0.04708219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04987877638317099,"score_gpt":0.3486209297714185,"score_spread":0.2987421533882474,"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."}}