{"id":"W2946044777","doi":"","title":"Early Childhood Education Supervisors’ Difficulty, Worth, and Hope","year":2009,"lang":"en","type":"article","venue":"Early childhood education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood education; Psychology; Early childhood; Developmental psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00107286,0.0002245251,0.0002412721,0.0007391224,0.0009969971,0.001242132,0.0003439524,0.0003718181,0.002786567],"category_scores_gemma":[0.007535874,0.000252357,0.0002507556,0.0004187051,0.0007580717,0.0005289771,0.00104746,0.001675032,0.0001783388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007490059,"about_ca_system_score_gemma":0.0009886345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006603671,"about_ca_topic_score_gemma":0.01892182,"domain_scores_codex":[0.9994628,0.0001295911,0.00003469421,0.00003741264,0.000132941,0.0002025419],"domain_scores_gemma":[0.9939337,0.001020903,0.002333121,0.0002755875,0.0005049852,0.001931669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006197886,0.0004047276,0.9860146,0.00001483498,0.00002726145,0.0002891562,0.005258478,0.00008444871,0.0001755322,0.0003457427,0.0004626154,0.006860546],"study_design_scores_gemma":[0.000003213746,0.00005708346,0.993175,0.00001967102,0.000008957039,0.0001547294,0.006015336,0.00005655858,0.00008540124,0.0001435285,0.0002760653,0.00000448699],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981975,0.00008494348,0.00001804289,0.0001512343,0.000006705246,0.000002549589,0.00002647546,0.000001563181,0.001511053],"genre_scores_gemma":[0.9995176,0.00006005314,0.00002107179,0.000008559208,0.000002367228,0.000002342224,0.00002765994,6.007731e-7,0.0003596638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006603671,"threshold_uncertainty_score":0.01313043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009243974063581236,"score_gpt":0.3062512807041484,"score_spread":0.2970073066405671,"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."}}