{"id":"W4385189598","doi":"10.22230/ijepl.2023v19n1a1327","title":"Middle Leading Practices of Facilitation, Mentoring, and Coaching for Teacher Development: A Focus on Intent and Relationality","year":2023,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Coaching; Facilitation; Middle management; Sociology; Pedagogy; Thematic analysis; Humanities; Political science; Library science; Psychology; Public relations; Qualitative research; Art; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.001937516,0.00005839498,0.00009229819,0.000343173,0.0002660052,0.00007765261,0.00008468195,0.00004163487,0.000007669326],"category_scores_gemma":[0.005699832,0.00005427347,0.00002111778,0.0001419293,0.0001125469,0.0003799694,0.00002083071,0.0001145093,8.530481e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910574,"about_ca_system_score_gemma":0.0005417381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004340399,"about_ca_topic_score_gemma":0.0001427249,"domain_scores_codex":[0.9990572,0.0001762252,0.0002739932,0.00009464326,0.0003038459,0.00009407486],"domain_scores_gemma":[0.9981728,0.0007779561,0.0005200208,0.00002736837,0.0004312585,0.00007064834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002551343,0.0002159941,0.04073738,0.00008645211,0.0001581554,4.870858e-7,0.5253529,0.00002481793,0.0007824099,0.3290956,0.001741657,0.101549],"study_design_scores_gemma":[0.001526754,0.0003564848,0.2024111,0.001123839,0.00005717216,0.00001856851,0.5087246,0.0002339683,0.0009365026,0.07184784,0.212433,0.0003301523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530649,0.000472383,0.0003469863,0.04177155,0.0003878016,0.0001287222,0.000005852906,0.000009943043,0.003811898],"genre_scores_gemma":[0.9957225,0.0001056983,0.0006930112,0.0001852732,0.0004587162,0.000005831003,0.000005553913,0.000003875613,0.002819547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2572478,"threshold_uncertainty_score":0.6823643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3003981612412104,"score_gpt":0.4629981186397095,"score_spread":0.1625999573984991,"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."}}