{"id":"W2066948685","doi":"10.1177/0892020611398928","title":"From online dialogue towards critical practice: beginning school administrators’ reflections","year":2011,"lang":"en","type":"article","venue":"Management in Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Grounded theory; Pedagogy; Focus group; Vulnerability (computing); Critical theory; Psychology; Critical reflection; Focus (optics); Sociology; Qualitative research; Mathematics education; Social psychology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004928057,0.00008834108,0.0000846487,0.0001731886,0.000244219,0.00007574675,0.000175457,0.00006169089,0.0008195073],"category_scores_gemma":[0.001279549,0.0001010514,0.0000284458,0.000441925,0.0001219972,0.0004041394,0.00002948714,0.0001870296,0.0001232303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085867,"about_ca_system_score_gemma":0.000417676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274556,"about_ca_topic_score_gemma":0.005795831,"domain_scores_codex":[0.9988228,0.0002818424,0.0002013863,0.0002437591,0.0002235905,0.0002266176],"domain_scores_gemma":[0.999425,0.0001181888,0.00006203695,0.0001754138,0.0001027553,0.0001166016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003146655,0.004424539,0.01514177,0.00003101129,0.00009176093,0.000006537135,0.7227392,7.025513e-7,0.000004466502,0.1538847,0.02412311,0.07952065],"study_design_scores_gemma":[0.00007044626,0.00001497417,0.08043979,0.00002579458,0.00004235858,2.196698e-7,0.7039855,8.003926e-7,0.000004405462,0.006333305,0.2089786,0.0001038429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09968293,0.0008283937,0.0006416888,0.2788281,0.008129156,0.0007873382,0.00001135553,0.0002745656,0.6108165],"genre_scores_gemma":[0.9788669,0.0002028457,0.016606,0.001529659,0.001022729,0.0001380102,0.00003827664,0.000009337767,0.001586184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.879184,"threshold_uncertainty_score":0.9938287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.274317863895184,"score_gpt":0.5080289520410557,"score_spread":0.2337110881458717,"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."}}