{"id":"W2737463460","doi":"","title":"Changing Patterns of Arabic Media in the Gulf Countries during the Last Quarter of the 20th Century: An Analytical Study(جينجغ بيترنس اوف عربك ميديا ان دى غلف كنتريز : اين اينالتكل استدى)","year":2007,"lang":"ar","type":"article","venue":"INFLIBNET","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Arabic; History; Linguistics; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008235548,0.0004465163,0.0007055218,0.0002852055,0.0008048706,0.0001654191,0.002295199,0.0002661643,0.0005478604],"category_scores_gemma":[0.0003287412,0.00027056,0.0002222828,0.001029341,0.001138812,0.0004456014,0.0003861357,0.0007327017,0.0000760825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040304,"about_ca_system_score_gemma":0.0003389752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307066,"about_ca_topic_score_gemma":0.01458613,"domain_scores_codex":[0.9940671,0.001231642,0.001413589,0.0005900041,0.001439042,0.001258566],"domain_scores_gemma":[0.9960204,0.001885362,0.0007651052,0.001017221,0.000162117,0.0001498476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005945465,0.0002708558,0.6133463,0.0000467882,0.0001207745,0.00001176394,0.3844896,0.00004027733,0.00001418799,0.0009491863,0.0001380011,0.0005128338],"study_design_scores_gemma":[0.0007837629,0.00008814409,0.6631909,0.0001396667,0.00008245125,0.000002690538,0.3320251,0.00005354409,0.0001287951,0.0002425022,0.002993685,0.0002688032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919252,0.0002194143,0.000007432955,0.002049765,0.001548603,0.001233976,0.00008351848,0.00003304443,0.002899038],"genre_scores_gemma":[0.9981317,0.0001760067,0.00001524121,0.000672604,0.0007212379,0.0000381527,0.000008276819,0.00003770517,0.0001990606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0524645,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787625386960864,"score_gpt":0.2892789854557875,"score_spread":0.2714027315861789,"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."}}