{"id":"W4206198968","doi":"10.1177/08404704211047909","title":"A Message from the Guest Editor","year":2021,"lang":"en","type":"editorial","venue":"Healthcare Management Forum","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01027605,0.003608431,0.004085329,0.003452651,0.004947172,0.01189621,0.003851273,0.03048566,0.01993785],"category_scores_gemma":[0.04486952,0.001465365,0.002791239,0.001509406,0.003012873,0.00551263,0.002420155,0.02879152,0.01594456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002987383,"about_ca_system_score_gemma":0.00568869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613697,"about_ca_topic_score_gemma":0.003963381,"domain_scores_codex":[0.9910699,0.001987289,0.0009290925,0.001038016,0.004287472,0.0006882402],"domain_scores_gemma":[0.9662384,0.01099859,0.002337398,0.0009793818,0.01198897,0.007457291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002917201,0.00001399469,0.00003637519,0.0000893476,0.000009722997,0.0001347179,0.0000139637,0.00001362061,0.0000308815,0.0001580888,0.9975206,0.001949534],"study_design_scores_gemma":[0.0001566045,0.00006251947,0.0004979443,0.000613117,0.00006124232,0.000406885,0.0001376526,0.0002411781,0.0001416494,0.001345377,0.9962878,0.00004796268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003519038,0.0009507309,0.00006200928,0.09290829,0.9047536,0.000019828,0.0000301906,0.0000348105,0.001205396],"genre_scores_gemma":[0.0004222561,0.001009479,0.00007943027,0.08467564,0.9061522,0.00004034577,0.00002165067,0.00003698489,0.007561998],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03048566,"threshold_uncertainty_score":0.06669873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435337076705338,"score_gpt":0.3781810977222924,"score_spread":0.3438277269552391,"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."}}