{"id":"W4361804221","doi":"10.31031/pprs.2021.05.000608","title":"Benefits of Mentoring for School Principals","year":2021,"lang":"en","type":"article","venue":"Psychology and Psychotherapy Research Study","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Educational psychology; Pedagogy; Library science; Medicine; Computer science","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":[0.005560335,0.0002692537,0.0004721052,0.0007684471,0.002720212,0.002129616,0.0007510257,0.001005759,0.009336195],"category_scores_gemma":[0.03615941,0.0002007129,0.0006922418,0.0008482877,0.0006018964,0.001048642,0.002916539,0.001355612,0.0006045045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213728,"about_ca_system_score_gemma":0.005636844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109024,"about_ca_topic_score_gemma":0.009175153,"domain_scores_codex":[0.9942265,0.003356073,0.0002169909,0.00022062,0.0009619986,0.001017752],"domain_scores_gemma":[0.9507017,0.01124385,0.004915664,0.003038293,0.003310143,0.02679044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001993536,0.01884864,0.1827814,0.0007889081,0.0002545152,0.0007330285,0.007781026,0.0001898538,0.001160939,0.001213482,0.01106353,0.773191],"study_design_scores_gemma":[0.0006450221,0.011538,0.9352037,0.0008723725,0.0003538919,0.0008643117,0.02506679,0.0003190361,0.001200391,0.001339512,0.02254178,0.00005508989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973017,0.001830076,0.0002260143,0.007543038,0.0002991175,0.0003511716,0.0001266268,0.00006452578,0.01654245],"genre_scores_gemma":[0.9954423,0.0008313721,0.0006733375,0.0003546746,0.0001661131,0.0001048809,0.00004646565,0.000009373201,0.002371397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009336195,"threshold_uncertainty_score":0.03123271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806212784387219,"score_gpt":0.5422308084631025,"score_spread":0.3616095300243805,"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."}}