{"id":"W2343215589","doi":"10.5539/ies.v9n5p96","title":"School Climate of Educational Institutions: Design and Validation of a Diagnostic Scale","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Psychology; Organisation climate; School climate; Class (philosophy); Perception; Reliability (semiconductor); Test validity; Validity; Applied psychology; Mathematics education; Psychometrics; Social psychology; Medical education; Clinical psychology; Geography; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006540752,0.00006869637,0.0001169887,0.0001868941,0.00017256,0.00001754057,0.0001330686,0.00003423779,0.0003664778],"category_scores_gemma":[0.01209136,0.00005639937,0.0000313473,0.0001621387,0.0004722406,0.0003519919,0.00003160012,0.00003377114,0.00002207482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461266,"about_ca_system_score_gemma":0.001171751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000156247,"about_ca_topic_score_gemma":0.00004645686,"domain_scores_codex":[0.9990283,0.0001377233,0.0003143999,0.0001468152,0.000272027,0.000100744],"domain_scores_gemma":[0.9958403,0.00229859,0.00023712,0.00008508521,0.001474817,0.00006411635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002864959,0.0007132634,0.5245816,0.00005668755,0.0002061353,5.669443e-8,0.03325708,0.0000249004,0.001271703,0.4030593,0.005682236,0.03111838],"study_design_scores_gemma":[0.001977186,0.0001651356,0.5604275,0.002732896,0.0002297846,0.00001099346,0.1487092,0.00001394037,0.01221801,0.1350093,0.1377361,0.0007700924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383085,0.002074314,0.00234285,0.03912427,0.003576248,0.0003575505,0.00002323457,0.00002665436,0.01416639],"genre_scores_gemma":[0.9891623,0.002708393,0.006296661,0.0001054849,0.0002390579,0.0001144724,0.000007540449,0.000004742823,0.001361378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26805,"threshold_uncertainty_score":0.9962302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711999101594807,"score_gpt":0.4686752988022437,"score_spread":0.297475388642763,"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."}}