{"id":"W2129790663","doi":"10.12968/eyed.2008.9.11.28623","title":"Making informed choices","year":2008,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre","funders":"","keywords":"Psychology; Medical education; Medicine","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":[0.03443412,0.0006606939,0.0007466097,0.00110697,0.00567423,0.01458119,0.003329924,0.01145041,0.03273335],"category_scores_gemma":[0.09662843,0.0005783717,0.001052,0.0008609298,0.01174765,0.01722072,0.008385357,0.01280993,0.005755246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312761,"about_ca_system_score_gemma":0.01016381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531955,"about_ca_topic_score_gemma":0.003885517,"domain_scores_codex":[0.97476,0.01608492,0.0008641829,0.001987218,0.004238769,0.002064902],"domain_scores_gemma":[0.9547659,0.02937484,0.001751285,0.004612298,0.004841571,0.004654135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009695462,0.0001291466,0.002101771,0.0001101414,0.00006692679,0.0006139296,0.01565938,0.001121989,0.000311277,0.8372915,0.07548109,0.06701583],"study_design_scores_gemma":[0.00005041096,0.00002456328,0.0002607403,0.0002716297,0.00002330876,0.0001662958,0.01002296,0.0008465039,0.0002782994,0.7684484,0.2195658,0.00004115278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02847923,0.00301067,0.1004945,0.470264,0.004552007,0.0003514266,0.000375443,0.0001992835,0.3922734],"genre_scores_gemma":[0.7212764,0.004115807,0.1037337,0.09038174,0.001614835,0.001008995,0.0005986155,0.0003109602,0.07695904],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03443412,"threshold_uncertainty_score":0.1821072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407619297763133,"score_gpt":0.4340181132598148,"score_spread":0.1932561834835015,"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."}}