{"id":"W4401267430","doi":"10.5040/9798400642944.0813","title":"U","year":2007,"lang":"en","type":"other","venue":"Early childhood education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004412761,0.0006362825,0.0004243681,0.00253549,0.002172199,0.00288857,0.0008746414,0.001387185,0.687357],"category_scores_gemma":[0.002637369,0.0003368674,0.0004338142,0.001974459,0.0003889987,0.001058093,0.001371165,0.001648886,0.5437905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364656,"about_ca_system_score_gemma":0.002879647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02556128,"about_ca_topic_score_gemma":0.04938984,"domain_scores_codex":[0.9995921,0.00005265626,0.00002064758,0.00007927477,0.0001361913,0.0001191068],"domain_scores_gemma":[0.9987457,0.0001453041,0.00007329661,0.000149824,0.0005000943,0.0003857501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004269703,0.0000726044,0.001258245,0.00005681132,0.000004171378,0.00005325044,0.0000421775,0.00002979735,0.00007279118,0.00390571,0.9346895,0.0597723],"study_design_scores_gemma":[0.00001911428,0.00001842643,0.00453952,0.0001246082,0.000004861159,0.00009785404,0.00008278836,0.00003886604,0.0001416719,0.0007118076,0.994214,0.000006406879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007149904,0.0002673702,0.0001321875,0.0006706395,0.000369036,0.00008642828,0.01140528,0.0003768379,0.9859772],"genre_scores_gemma":[0.002390842,0.0003346275,0.0002006052,0.0006465222,0.00008855214,0.0001014313,0.005471924,0.0001428474,0.9906226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.312643,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007125629630586215,"score_gpt":0.2583609334595027,"score_spread":0.2512353038289165,"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."}}