{"id":"W2072530763","doi":"10.12735/ier.v1i2p65","title":"Students’ Perception on the Use of Humor in the Teaching of English as a Second Language in Nigeria","year":2013,"lang":"en","type":"article","venue":"International Education Research","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; English language; Linguistics; Mathematics education; Pedagogy; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001949925,0.00004808221,0.00006146848,0.0003064658,0.0001085242,0.0002396473,0.0004118134,0.00001968108,0.005696954],"category_scores_gemma":[0.002731423,0.00003017355,0.00003274197,0.00004868785,0.0001016084,0.0002084284,0.0000415582,0.0005953064,0.00006571338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007053867,"about_ca_system_score_gemma":0.00007516556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008131754,"about_ca_topic_score_gemma":0.001479857,"domain_scores_codex":[0.9983329,0.0006942911,0.0002050435,0.0001018181,0.0005620864,0.0001038136],"domain_scores_gemma":[0.9984096,0.0009393046,0.0000644438,0.0001514467,0.0004226484,0.00001259293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001817468,0.0005786503,0.02532757,0.00001461889,0.00001445707,3.818491e-7,0.8936642,0.00003028309,0.0003805343,0.06257273,0.01156887,0.005829536],"study_design_scores_gemma":[0.0002059449,0.0001037966,0.1621929,0.0002160486,0.000001401642,6.135828e-7,0.6962876,0.0001505094,0.0000464415,0.0009388999,0.1397852,0.00007058895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560461,0.00001323857,4.58553e-7,0.00161912,0.0003126577,0.000233916,0.000003644926,0.000004605589,0.04176627],"genre_scores_gemma":[0.9856262,0.000003081886,0.00001964284,0.0002978462,0.0003545093,0.0000920015,0.00001620609,0.000006175168,0.0135843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973765,"threshold_uncertainty_score":0.9984732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286174740474526,"score_gpt":0.4344735703784288,"score_spread":0.3058560963309762,"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."}}