{"id":"W7006396965","doi":"","title":"Training early childhood development cadres in low-resource contexts","year":2017,"lang":"en","type":"other","venue":"Open Research Online (The Open University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Early childhood; Delphi; Training (meteorology); Work (physics); Training and development","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":[0.01237726,0.0003704985,0.0004978466,0.00253447,0.003620722,0.00480018,0.001430345,0.001338783,0.01717747],"category_scores_gemma":[0.02836858,0.0003021579,0.0003223299,0.003452175,0.002318677,0.003349166,0.006326496,0.001597673,0.001447888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007644589,"about_ca_system_score_gemma":0.02241651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945287,"about_ca_topic_score_gemma":0.06640107,"domain_scores_codex":[0.9894536,0.005343018,0.0008628927,0.0005391684,0.001685431,0.00211593],"domain_scores_gemma":[0.9800267,0.01276099,0.001375557,0.0007455208,0.002447624,0.002643573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002231475,0.0003926166,0.04324186,0.02591606,0.00007628726,0.001706418,0.2196156,0.0003012136,0.000981775,0.0331349,0.03008149,0.6443286],"study_design_scores_gemma":[0.00004506419,0.0002414364,0.1433648,0.03953575,0.00006002868,0.001179988,0.4856351,0.0001183544,0.0008353331,0.003351879,0.3255571,0.00007517108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6246431,0.08684583,0.003192136,0.04109221,0.001252014,0.0009680106,0.001363943,0.000138857,0.2405038],"genre_scores_gemma":[0.9277629,0.04624408,0.004924398,0.00491468,0.0001148589,0.000869997,0.0006168306,0.00003920894,0.014513],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02945287,"threshold_uncertainty_score":0.065458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514972269472717,"score_gpt":0.3855451356887,"score_spread":0.2340479087414282,"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."}}