{"id":"W3008463471","doi":"10.5539/mas.v14n3p18","title":"The Perceived Purpose of Professional Development Programs from the Science Teachers’ Perspective in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Government (linguistics); Perspective (graphical); Sustainable development; Quality (philosophy); Political science; Investment (military); Position (finance); Medical education; Professional development; Economic growth; Pedagogy; Sociology; Medicine; Business; Finance; Economics","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":[0.005714947,0.0001482309,0.0001337594,0.0009265587,0.004158915,0.00386865,0.0005746487,0.0007680894,0.002333077],"category_scores_gemma":[0.0078497,0.0001325393,0.0001547153,0.0005725872,0.001939084,0.001347566,0.002193094,0.00148934,0.0003442918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005435436,"about_ca_system_score_gemma":0.00944238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181833,"about_ca_topic_score_gemma":0.02614984,"domain_scores_codex":[0.9954244,0.001969832,0.000191,0.0001266905,0.001111604,0.001176309],"domain_scores_gemma":[0.9805016,0.003151001,0.002213372,0.0002476264,0.004194018,0.009692308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002807518,0.001001784,0.4326828,0.0006342425,0.00007392865,0.00141414,0.3400024,0.0004876513,0.003764836,0.02743211,0.01489795,0.1773274],"study_design_scores_gemma":[0.00003482762,0.0004577971,0.2765712,0.0006684824,0.00003247601,0.0009784158,0.6192257,0.000976809,0.001283791,0.002462425,0.09724264,0.00006555112],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678804,0.0009224971,0.000362984,0.009580046,0.00009681876,0.00002775357,0.00002647719,0.000007830777,0.02109524],"genre_scores_gemma":[0.9972171,0.0004050578,0.0001810859,0.0004937825,0.00001172744,0.00000675733,0.000009025222,0.000002571852,0.00167279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181833,"threshold_uncertainty_score":0.03943706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06098777180327414,"score_gpt":0.2721335194594005,"score_spread":0.2111457476561263,"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."}}