{"id":"W7161810951","doi":"10.82308/26290","title":"A School Leader's Perspective on Instructional Leadership: Qualitative Study","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Qualitative analysis; Qualitative research; Research methodology","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":[0.01467494,0.0002880295,0.0006846491,0.00211334,0.009209627,0.005064148,0.001441025,0.001304698,0.004669635],"category_scores_gemma":[0.01920041,0.0004467679,0.0002752453,0.002288592,0.007139232,0.002952893,0.003112139,0.002153179,0.0006256317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070671,"about_ca_system_score_gemma":0.01301678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03688574,"about_ca_topic_score_gemma":0.07700226,"domain_scores_codex":[0.9872174,0.009042202,0.0003195553,0.0006613555,0.001157022,0.001602549],"domain_scores_gemma":[0.9756811,0.01724249,0.001394509,0.0005010446,0.003430791,0.001749928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001663226,0.00005772003,0.004460273,0.0001800814,0.000003092548,0.0003842159,0.9876765,0.00002515038,0.0004510064,0.001601248,0.0007120614,0.004432087],"study_design_scores_gemma":[0.000003404634,0.00003137383,0.002032542,0.0001518139,0.000002543223,0.000047666,0.987708,0.00003685195,0.0001915646,0.0001733217,0.009614493,0.000006527761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976176,0.001119893,0.002453562,0.004669823,0.0001310645,0.000355176,0.0002128874,0.00003415124,0.01484739],"genre_scores_gemma":[0.9901311,0.0006978154,0.0008360419,0.00114359,0.00002625889,0.0002780187,0.00006574536,0.00002076326,0.006800662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03688574,"threshold_uncertainty_score":0.07768297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073054059327715,"score_gpt":0.5109757102053446,"score_spread":0.3036703042725731,"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."}}