{"id":"W7065824778","doi":"","title":"Enhancing Academic Achievement for Students Living in Poverty Through Leadership and Professional Learning Communities (PLCs)","year":2021,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Poverty; Academic achievement; Accountability; Educational leadership; Professional learning community; Student achievement; Quality (philosophy); Professional development; Stratified sampling","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005841333,0.0000989489,0.00009163702,0.0006035598,0.001712181,0.001172585,0.0002897489,0.0001456488,0.003997055],"category_scores_gemma":[0.001779936,0.00004660492,0.00006539556,0.0003936144,0.0006103197,0.0003815306,0.002018665,0.0001713013,0.0004191391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185834,"about_ca_system_score_gemma":0.002747916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006749917,"about_ca_topic_score_gemma":0.03560959,"domain_scores_codex":[0.9996729,0.0001488331,0.000009377483,0.00001753989,0.0000668993,0.00008450641],"domain_scores_gemma":[0.9986519,0.000201499,0.0002403449,0.00003500259,0.0001363107,0.0007348962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005905028,0.001147736,0.2053487,0.0005308918,0.00001617195,0.000416982,0.01965403,0.0001598916,0.001081561,0.002332492,0.01616708,0.7530854],"study_design_scores_gemma":[0.00005092072,0.001526013,0.8068336,0.0006362228,0.00006187888,0.0006062281,0.08573608,0.0005296642,0.001481099,0.003536954,0.09897915,0.00002216535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9619305,0.001111976,0.0003642105,0.003025812,0.00003403361,0.00005314067,0.00007675192,0.00007888226,0.03332479],"genre_scores_gemma":[0.9943728,0.0008031477,0.0008002088,0.0001077516,0.00001427589,0.00002443997,0.00002691963,0.000004074016,0.003846382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006749917,"threshold_uncertainty_score":0.0134213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271716775171382,"score_gpt":0.2382637938753115,"score_spread":0.2110921163581733,"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."}}