{"id":"W2052257172","doi":"10.12735/ier.v2i1p44","title":"Principals and Teachers’ perceptions of School-Based Management","year":2014,"lang":"en","type":"article","venue":"International Education Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Mathematics education; Psychology; Pedagogy","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":[0.002125686,0.0002111501,0.0003272125,0.0006010279,0.0009406722,0.001663402,0.0002306465,0.0002654567,0.001567005],"category_scores_gemma":[0.004195983,0.0003307283,0.0002164347,0.0005806418,0.0008292727,0.0006173077,0.0006463961,0.0004975987,0.0001586407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008646832,"about_ca_system_score_gemma":0.001391237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337966,"about_ca_topic_score_gemma":0.01671838,"domain_scores_codex":[0.9985139,0.0005585725,0.0001549052,0.0001013813,0.0003395772,0.000331701],"domain_scores_gemma":[0.9937205,0.0009342557,0.002631218,0.0001963598,0.0009155982,0.001602033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009359534,0.0002840675,0.9212567,0.0001157387,0.00003714716,0.0003204554,0.06574529,0.00008067169,0.001409141,0.0001988601,0.0003727053,0.01008558],"study_design_scores_gemma":[0.00001201047,0.0003407479,0.8801712,0.00004971179,0.00001501499,0.0001245756,0.1176009,0.00008874085,0.0001622497,0.00003075084,0.001391966,0.00001209772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993402,0.00004990549,0.00002620482,0.00004494286,0.000002569039,0.000008113422,0.000008022143,0.000001373762,0.0005185193],"genre_scores_gemma":[0.999592,0.00007813949,0.00003992585,0.00002039228,0.000002515738,0.000006136729,0.00001248631,5.464539e-7,0.000247876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337966,"threshold_uncertainty_score":0.02660358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.284422314953889,"score_gpt":0.5585179004275548,"score_spread":0.2740955854736658,"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."}}