{"id":"W4313375602","doi":"10.5539/ass.v18n12p28","title":"Evaluation of Increasing Wait Time in Speaking a Language for Improving Translation Process, Thinking Process, Translation Back into English, and Developing the Courage to Answer","year":2022,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courage; Grammar; Process (computing); Constructive; Linguistics; Vocabulary; Computer science; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005351128,0.00008002526,0.00009929112,0.0001636692,0.0006681008,0.00006799419,0.0002085941,0.00003666894,0.0001892971],"category_scores_gemma":[0.0002462434,0.00007412043,0.00002146635,0.001002638,0.0000909407,0.0003919495,0.0000197282,0.000103166,0.000001691587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247679,"about_ca_system_score_gemma":0.000552765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882561,"about_ca_topic_score_gemma":0.0001450078,"domain_scores_codex":[0.9984015,0.0002419827,0.0002295066,0.0002778252,0.0006432386,0.0002059281],"domain_scores_gemma":[0.9993872,0.00007229165,0.0001410005,0.00007790879,0.0002923841,0.00002918162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003143806,0.00002395744,0.0001871269,0.00002596312,0.000002694027,1.399356e-7,0.4746533,0.00001602817,0.004248566,0.0004701159,0.00000464772,0.520336],"study_design_scores_gemma":[0.002929126,0.0002144099,0.0860171,0.0001859997,0.0001931817,0.00001899121,0.8730069,0.009692307,0.003737019,0.02271558,0.0005227111,0.0007666268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751974,0.0002964594,0.001853405,0.001579602,0.0002725118,0.001259291,0.000006398203,0.00002928207,0.01950569],"genre_scores_gemma":[0.9972552,2.079552e-7,0.002069646,0.0003084556,0.000168985,0.000163004,0.00001707142,0.00001013875,0.00000729701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5195693,"threshold_uncertainty_score":0.5138558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891879144106489,"score_gpt":0.3641993596572367,"score_spread":0.3352805682161718,"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."}}