{"id":"W3090271021","doi":"10.35631/ijepc.5360014","title":"THE INFLUENCE OF TECHNOLOGICAL INNOVATION, THE ROLE OF ADMINISTRATORS AND THE READINESS OF ADMINISTRATORS AND THE READINESS OF TEACHERS ON THE PROFESSIONALISM OF RURAL SCHOOL TEACHING","year":2020,"lang":"en","type":"article","venue":"International Journal of Education Psychology and Counseling","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Stratified sampling; Simple random sample; Test (biology); Psychology; Descriptive statistics; Social learning theory; Mathematics education; Sample (material); Social psychology; Sociology; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00178419,0.0001733743,0.0001731585,0.001007009,0.0005655797,0.001867156,0.0002654312,0.0003912952,0.002270315],"category_scores_gemma":[0.01019895,0.0001726117,0.0003301354,0.0005170378,0.0007804976,0.0008237907,0.0009710561,0.0006777882,0.0002520365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106352,"about_ca_system_score_gemma":0.002641172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327652,"about_ca_topic_score_gemma":0.006936388,"domain_scores_codex":[0.9973349,0.001258083,0.0001626761,0.0002250853,0.0005190925,0.0005001915],"domain_scores_gemma":[0.980729,0.009958801,0.004409851,0.000391892,0.001541123,0.00296934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007288516,0.0003239202,0.9603426,0.0001127183,0.00004748946,0.000401992,0.005910464,0.000337791,0.001221296,0.000832129,0.000216686,0.03017998],"study_design_scores_gemma":[0.000002925655,0.0001622991,0.988357,0.00006335855,0.00002788485,0.000227464,0.009074742,0.0003787428,0.0003791209,0.0001952633,0.001119187,0.00001211486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996722,0.0002250861,0.0001644536,0.0001972717,0.00000537698,0.00001061518,0.00001224992,0.000003333107,0.00265958],"genre_scores_gemma":[0.9991578,0.0001642338,0.0001246863,0.00001718189,0.000003942526,0.00000635898,0.00001078539,0.000001010479,0.0005140589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00327652,"threshold_uncertainty_score":0.009435833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341163430001624,"score_gpt":0.3889763968688763,"score_spread":0.36556476256886,"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."}}