{"id":"W3096251916","doi":"10.5430/ijhe.v10n1p134","title":"The Range of Personal and Technical Skills 21st C. Teachers have from the Perspective of School Principals at the First Directorate of Education in Amman, Jordan","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Perspective (graphical); Mathematics education; Psychology; Sample (material); Pedagogy; Medical education; Computer science; Medicine; Linguistics","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":[0.0005281035,0.0002063829,0.0001405399,0.0007267261,0.001087529,0.001444725,0.0001780797,0.0003388166,0.002805048],"category_scores_gemma":[0.001442689,0.0001983859,0.0001044357,0.0004137009,0.0006680351,0.0006482333,0.0007230293,0.000368135,0.0006490611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653085,"about_ca_system_score_gemma":0.001057933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754561,"about_ca_topic_score_gemma":0.00578494,"domain_scores_codex":[0.9995564,0.00007530195,0.00003529759,0.00004204468,0.000131102,0.0001599792],"domain_scores_gemma":[0.9984297,0.0002443193,0.0004312148,0.00004403965,0.0003123744,0.000538297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107685,0.0003122614,0.8295538,0.0001915926,0.00001182718,0.002189495,0.09505985,0.0001148433,0.008135498,0.0006971071,0.001644244,0.06198174],"study_design_scores_gemma":[0.0000081505,0.0003965095,0.8336774,0.0001072688,0.000007149186,0.002237844,0.1521363,0.00009407414,0.0009827134,0.0002231953,0.01011558,0.0000137978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973342,0.0001780234,0.00003642011,0.0002054782,0.000003432875,0.000003550887,0.00001540699,0.000002453201,0.00222103],"genre_scores_gemma":[0.9979042,0.0003137585,0.00009728539,0.00006320709,0.000004128146,0.000006805403,0.00001608109,9.162522e-7,0.001593603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002805048,"threshold_uncertainty_score":0.009383857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022964970286002,"score_gpt":0.3616834781397891,"score_spread":0.3387185078537871,"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."}}