{"id":"W2793509515","doi":"10.5539/jel.v7n2p293","title":"Use of Popular Culture Texts in Mother Tongue Education","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Psychology; Curriculum; Action research; Popular culture; Mathematics education; Data collection; Descriptive statistics; Action (physics); Pedagogy; Perspective (graphical); Sociology; Linguistics; Computer science; Social science; Media studies; Artificial intelligence","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":[0.001301991,0.000364705,0.0003022752,0.00105606,0.00123488,0.002414736,0.0006535682,0.0004803897,0.00191021],"category_scores_gemma":[0.006533766,0.0001881025,0.0002043364,0.0007910384,0.001060994,0.00107114,0.001815156,0.0006514004,0.0002425511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102985,"about_ca_system_score_gemma":0.001164936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906411,"about_ca_topic_score_gemma":0.004478873,"domain_scores_codex":[0.9983429,0.000942965,0.00007191526,0.0001216288,0.0003324123,0.0001882694],"domain_scores_gemma":[0.996309,0.001742953,0.001118858,0.0001547269,0.0002923415,0.0003822434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004841463,0.001921991,0.3620703,0.001271931,0.00005987871,0.004122805,0.3296756,0.0002144159,0.01034706,0.002674247,0.00112907,0.2860286],"study_design_scores_gemma":[0.00003527574,0.00123338,0.527701,0.001287256,0.0001851829,0.001626454,0.4371287,0.0008323043,0.005733867,0.001121747,0.02304296,0.00007185175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962867,0.0002337339,0.0001827249,0.0001153769,0.00001112765,0.00002044718,0.00001134163,0.000006644111,0.003131767],"genre_scores_gemma":[0.9981041,0.0003003726,0.0006310599,0.00003404948,0.000004944845,0.00001792963,0.00001628696,0.000003649895,0.0008874937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002414736,"threshold_uncertainty_score":0.008002758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464586089809259,"score_gpt":0.4246447306602745,"score_spread":0.3781861216793486,"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."}}