{"id":"W3091860988","doi":"10.47670/wuwijar201821rh","title":"CALL’s effectiveness in the process of second language learning","year":2018,"lang":"en","type":"article","venue":"Westcliff International Journal of Applied Research","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Process (computing); Computer science; Educational technology; Mathematics education; Knowledge management; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006385916,0.00004277947,0.00009499562,0.0004309538,0.0001481338,0.0000497638,0.0007759967,0.00008085665,0.0003412911],"category_scores_gemma":[0.00100719,0.00002990864,0.00003228231,0.0004408314,0.0005665994,0.0000996868,0.00002615162,0.0006460637,0.00002125469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170672,"about_ca_system_score_gemma":0.0003879284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002096058,"about_ca_topic_score_gemma":0.001562513,"domain_scores_codex":[0.9981253,0.0004114221,0.0002464669,0.0000804587,0.0009869975,0.000149327],"domain_scores_gemma":[0.9977195,0.0007325337,0.0001625697,0.00006643494,0.001289093,0.00002989665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000989077,0.0008751425,0.06771664,0.0000602517,0.0001775653,0.00005544871,0.3953168,0.00005510138,0.04286997,0.4425687,0.002823048,0.04649222],"study_design_scores_gemma":[0.002310544,0.000806756,0.1674687,0.0004006766,0.00001517947,0.00005253888,0.634033,0.00007226007,0.091135,0.05294817,0.05050813,0.0002490085],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320596,0.00002560622,0.00006299365,0.001915852,0.0002250364,0.0001316713,8.717068e-7,0.000005361336,0.06557299],"genre_scores_gemma":[0.9992117,0.00002318038,0.00007030292,0.00005567912,0.0004288837,0.00001205769,0.000001419427,0.000004120541,0.0001926534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3896206,"threshold_uncertainty_score":0.3736898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619558606040593,"score_gpt":0.4670150573787777,"score_spread":0.4308194713183718,"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."}}