{"id":"W2901719696","doi":"","title":"Principals as Champions of Collaboration for Vulnerable Children and Youth: A Case Study of Community Schools","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Family and Disability Support Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Government (linguistics); Principal (computer security); Staffing; Public relations; Mental health; Political science; Population; Nursing; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008158722,0.0009546949,0.001208089,0.003117267,0.04366391,0.006625619,0.003577796,0.003325011,0.002663487],"category_scores_gemma":[0.008956165,0.001528046,0.000931964,0.002804391,0.01130114,0.003730944,0.01064818,0.005053144,0.0002925335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01710358,"about_ca_system_score_gemma":0.0225339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1271248,"about_ca_topic_score_gemma":0.3779425,"domain_scores_codex":[0.9889921,0.006734804,0.0002344486,0.000458066,0.000586441,0.00299417],"domain_scores_gemma":[0.9939526,0.001988551,0.0008928074,0.0002530591,0.000533948,0.002379116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00006753844,0.0006760259,0.03257215,0.000146867,0.0000192538,0.01478742,0.9392546,0.00007219847,0.0002291497,0.003019177,0.001120097,0.008035471],"study_design_scores_gemma":[0.00001093767,0.00008579791,0.006074012,0.0001475121,0.00001552566,0.001643355,0.9883214,0.00005704226,0.00007085504,0.0002902658,0.003269315,0.00001398469],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945942,0.0004562931,0.0002296017,0.001615381,0.00002645893,0.0001259631,0.00001835362,0.000008957305,0.002924818],"genre_scores_gemma":[0.9967436,0.0008604006,0.0007222217,0.0003410073,0.00001512184,0.0001135383,0.00001715225,0.00001043504,0.001176529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271248,"threshold_uncertainty_score":0.2527698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08248636135858986,"score_gpt":0.4491844152352715,"score_spread":0.3666980538766816,"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."}}