{"id":"W1522583950","doi":"10.5539/ass.v11n18p339","title":"Deprofessionalisation as a Performance Management Dysfunction: The Case of Inclusive Education Teachers in Russia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Psychology of Development and Education","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Dysfunctional family; Altruism (biology); Sample (material); Psychology; Pedagogy; Sociology; Mathematics education; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001166016,0.00006201159,0.00006435884,0.0001519919,0.0003450974,0.00001397806,0.0002263114,0.00005482442,0.00009921004],"category_scores_gemma":[0.00003168948,0.00004937432,0.00001460577,0.0008486793,0.0003938898,0.0002375152,0.00005097443,0.0001079651,0.00009429447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371719,"about_ca_system_score_gemma":0.0004520262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202593,"about_ca_topic_score_gemma":0.00003858349,"domain_scores_codex":[0.9991636,0.00009284951,0.0001663104,0.0002063273,0.0001932782,0.0001776792],"domain_scores_gemma":[0.9996015,0.00001357957,0.0001189589,0.0001380706,0.00007742157,0.0000503988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000411779,0.0002082965,0.0224533,0.000004377323,0.000008947743,0.000009662315,0.1772406,2.68858e-7,0.00002565954,0.04399285,0.008313817,0.747701],"study_design_scores_gemma":[0.0003262112,0.00003168715,0.8326845,0.00001371801,0.000007069613,0.00007331894,0.1581529,0.000002244445,0.00002411777,0.005166416,0.003444189,0.00007371762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5750682,0.00001869201,0.00001155319,0.003312317,0.001323921,0.0001434006,1.624344e-7,0.000007060178,0.4201147],"genre_scores_gemma":[0.9968336,0.000001649404,0.0001773945,0.0003553959,0.0001373967,0.00007925754,0.000003702559,0.000003384147,0.002408198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8102311,"threshold_uncertainty_score":0.2654245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043750015618368,"score_gpt":0.3835521376483112,"score_spread":0.3531146374921275,"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."}}