{"id":"W4229549451","doi":"10.36835/tarbiyatuna.v14i2.1130","title":"","year":2021,"lang":"","type":"article","venue":"Tarbiyatuna Jurnal Pendidikan Islam","topic":"Education and Character Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Sociology; Philosophy","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003146498,0.001686494,0.001961667,0.0006627313,0.006505396,0.003290371,0.002597518,0.001093871,0.01899706],"category_scores_gemma":[0.001256206,0.002002852,0.001358677,0.004805492,0.001646603,0.003173392,0.001015737,0.003072597,0.001267219],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072412,"about_ca_system_score_gemma":0.01739659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985789,"about_ca_topic_score_gemma":0.008207016,"domain_scores_codex":[0.9806178,0.003532224,0.003599499,0.003055177,0.004810222,0.004385101],"domain_scores_gemma":[0.9896489,0.0008498065,0.001873593,0.001901057,0.002675147,0.003051546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003345352,0.005983375,0.04955627,0.0003657828,0.001443234,0.002909561,0.8134077,0.00001825015,0.01515415,0.06403857,0.01676486,0.03002368],"study_design_scores_gemma":[0.003406366,0.0002779306,0.2738313,0.0008792423,0.0005149361,0.0005408527,0.3555158,0.00003748598,0.01760183,0.006645373,0.3375671,0.003181878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509434,0.00692845,0.00008476468,0.07536742,0.01488404,0.000907556,0.00008209919,0.0002680037,0.05053419],"genre_scores_gemma":[0.9305478,0.01630562,0.001347105,0.01079754,0.005078038,0.0001078952,0.0002145552,0.0001568744,0.03544458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4578919,"threshold_uncertainty_score":0.9995882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764217854968595,"score_gpt":0.3117003202682176,"score_spread":0.2840581417185317,"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."}}