{"id":"W7067474517","doi":"","title":"The Middle School Concept Implementation Gap: A Leadership Lens","year":2022,"lang":"en","type":"article","venue":"ScholarWorks -A service of University of Vermont Libraries (University of Vermont)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middle management; Middle level; Middle East; Educational leadership; Lament; Lens (geology); Instructional leadership","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04430517,0.0007398662,0.0008733818,0.00585888,0.01560527,0.03021923,0.004873773,0.005294447,0.006375385],"category_scores_gemma":[0.03354396,0.0006603263,0.0005955186,0.005253509,0.05755757,0.03443347,0.02150173,0.01448206,0.0005430249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02266418,"about_ca_system_score_gemma":0.04510001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476746,"about_ca_topic_score_gemma":0.01446625,"domain_scores_codex":[0.9668037,0.0222244,0.0009036527,0.001779799,0.004262098,0.004026192],"domain_scores_gemma":[0.966698,0.02254394,0.001972849,0.001693556,0.003776362,0.003315158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000303438,0.0002157464,0.003437146,0.0002596586,0.000008986496,0.0004167634,0.3553628,0.0001036235,0.0001805997,0.6086164,0.003614226,0.02775364],"study_design_scores_gemma":[0.00002318507,0.00007742602,0.002983374,0.001416164,0.00001255485,0.0002530565,0.7799506,0.0004635515,0.0002580688,0.1396778,0.07486269,0.00002155241],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2975449,0.01314986,0.03967006,0.4195951,0.001991196,0.000384639,0.0001234741,0.0001956811,0.2273453],"genre_scores_gemma":[0.9812158,0.001875271,0.006336056,0.006929641,0.0001582066,0.0002575802,0.00003909853,0.00005641475,0.003132033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04430517,"threshold_uncertainty_score":0.234311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1735694889076998,"score_gpt":0.2862662001669024,"score_spread":0.1126967112592026,"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."}}