{"id":"W2891345879","doi":"10.20319/pijss.2018.42.9901002","title":"REFLECTION OF PROTAGONIST’S WORLDVIEW IN A CONTEMPORARY ARABIC NOVEL A CASE STUDY OF LATIN QUARTER (AL-HAYY AL-LATINI)","year":2018,"lang":"en","type":"article","venue":"PEOPLE International Journal of Social Sciences","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Arabic; Reflection (computer programming); Art; History; Literature; Philosophy; Archaeology; Linguistics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018808,0.00008704734,0.0003253135,0.0002739662,0.0004206407,0.00004060032,0.0003887578,0.00003707893,0.00006624992],"category_scores_gemma":[0.001103237,0.00007046785,0.00009755999,0.0008321732,0.0007284369,0.0002116383,0.00004741703,0.0001367323,0.000001663364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737171,"about_ca_system_score_gemma":0.0004920831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01663968,"about_ca_topic_score_gemma":0.02611174,"domain_scores_codex":[0.9975743,0.0001897378,0.0007806713,0.0001520602,0.001144932,0.000158273],"domain_scores_gemma":[0.9976126,0.00028788,0.000899023,0.00003799477,0.00111476,0.00004775598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000366801,0.003206883,0.2856177,0.00002513419,0.0002342718,0.0002111018,0.6824901,0.000010623,0.0009563313,0.0145643,0.007790121,0.004526633],"study_design_scores_gemma":[0.005503287,0.005364436,0.1885916,0.0005308074,0.000100921,0.0002001548,0.6753899,0.0002685103,0.0001531121,0.003317721,0.1199239,0.0006556206],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724394,0.00009457902,0.00009514998,0.00408522,0.00151925,0.0002357626,0.000006492896,0.000006244949,0.0215179],"genre_scores_gemma":[0.9987537,0.00001527207,0.0002937093,0.0001233214,0.0006633494,0.000007359681,2.413312e-7,0.000003199777,0.0001398213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121338,"threshold_uncertainty_score":0.9916592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162938849772129,"score_gpt":0.4409681492059018,"score_spread":0.2780292994337728,"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."}}