{"id":"W2946151697","doi":"10.5539/ells.v9n2p84","title":"Keeping Conversation Rolling by Iraqi EFL University Learners","year":2019,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Of Al-Qadisiyah","keywords":"Conversation; Face (sociological concept); Sample (material); Aptitude; Test (biology); Psychology; Mathematics education; Computer science; Linguistics; Communication","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":[0.002791942,0.0003399891,0.0004781074,0.0008843067,0.002701425,0.003211796,0.000696442,0.0008919167,0.002556293],"category_scores_gemma":[0.01323414,0.0002524579,0.0002064313,0.0003945378,0.001720852,0.001429771,0.001806317,0.0009423129,0.0008783035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005622762,"about_ca_system_score_gemma":0.0008428752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463769,"about_ca_topic_score_gemma":0.002551312,"domain_scores_codex":[0.9978266,0.0009877305,0.0001571708,0.0002164965,0.000521914,0.0002900543],"domain_scores_gemma":[0.9945192,0.00181744,0.001494525,0.0004736711,0.001059786,0.0006353971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002679926,0.0005543427,0.2185636,0.000241944,0.00003379832,0.002147061,0.668835,0.0001533414,0.02897276,0.0009061706,0.001058859,0.07826515],"study_design_scores_gemma":[0.00002415938,0.0008699974,0.1308619,0.0001894256,0.00004629667,0.004103276,0.830885,0.001042075,0.01043312,0.0008238125,0.02062574,0.0000952407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998825,0.00005730967,0.0001133224,0.00006970727,0.000003375737,0.000007563878,0.000008899534,0.000005315968,0.0009095947],"genre_scores_gemma":[0.9977295,0.0001223567,0.0003148293,0.00006731327,0.000005179116,0.00001406677,0.00002265355,0.000007036561,0.001717147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003211796,"threshold_uncertainty_score":0.01476538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292600541525522,"score_gpt":0.2411757727305487,"score_spread":0.2282497673152935,"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."}}