{"id":"W4319788413","doi":"10.1177/87568705221150514","title":"Preparing Early Childhood Educators/Interventionists: Scoping Review Insights Into the Characteristics of Rural Practice","year":2023,"lang":"en","type":"article","venue":"Rural Special Education Quarterly","topic":"Family and Disability Support Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NorQuest College; University of British Columbia","funders":"University of British Columbia","keywords":"Outreach; Early childhood education; Early childhood; Equity (law); Multidisciplinary approach; Psychology; Medical education; Political science; Pedagogy; Medicine; Sociology; Developmental psychology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02793135,0.0005717995,0.001999883,0.01630398,0.001229821,0.005815588,0.001424368,0.001839126,0.002178188],"category_scores_gemma":[0.1138841,0.0007768314,0.002071649,0.01711108,0.001321936,0.00419855,0.002241148,0.001780277,0.0003286614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00539218,"about_ca_system_score_gemma":0.02777947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337339,"about_ca_topic_score_gemma":0.04477103,"domain_scores_codex":[0.9867911,0.00583776,0.004342154,0.0006147103,0.002012294,0.0004019514],"domain_scores_gemma":[0.8652371,0.1149494,0.00766965,0.001555208,0.009730171,0.0008585777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001154483,0.0001183772,0.004757448,0.3944216,0.001562037,0.0003724536,0.0171448,0.0002913956,0.0003413331,0.004480002,0.01202618,0.5643689],"study_design_scores_gemma":[0.00001666911,0.0000496743,0.004616953,0.929991,0.001688943,0.0002732816,0.00730446,0.00005427321,0.0001430125,0.0009761145,0.05486516,0.00002035451],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003638664,0.9874192,0.0007298384,0.003581304,0.0002953534,0.0004670417,0.0002051345,0.00001211524,0.003651314],"genre_scores_gemma":[0.02312795,0.9720078,0.001963857,0.001185037,0.00008630395,0.001025787,0.000206206,0.00001082506,0.000386155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02793135,"threshold_uncertainty_score":0.1477168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092410292026452,"score_gpt":0.3873915676571298,"score_spread":0.3664674647368653,"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."}}