{"id":"W4401240907","doi":"10.5040/9798400642944.0825","title":"W","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":[0.0004064998,0.0007550871,0.0004186009,0.002198848,0.001614167,0.002793504,0.001024222,0.001262623,0.816855],"category_scores_gemma":[0.002637776,0.0002787699,0.0005124955,0.001611114,0.000354583,0.001251215,0.001689113,0.001463852,0.7222364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009110424,"about_ca_system_score_gemma":0.001916918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439052,"about_ca_topic_score_gemma":0.02950268,"domain_scores_codex":[0.9996592,0.00004036069,0.00001770676,0.00006149013,0.0001189863,0.000102306],"domain_scores_gemma":[0.9989973,0.00009050423,0.00005246307,0.0001446644,0.0004024553,0.0003126984],"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":[0.00004886965,0.0001229105,0.001267851,0.00006620265,0.0000066837,0.00007597754,0.00005628258,0.00002806219,0.000121567,0.004328826,0.8915597,0.1023171],"study_design_scores_gemma":[0.00001909943,0.00001929468,0.003387434,0.0001130087,0.000005839254,0.0001204477,0.00009249365,0.00003744516,0.0001523628,0.001104925,0.9949418,0.000005812878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006781758,0.0001208129,0.0002179749,0.000607856,0.0002349842,0.00008796364,0.006671492,0.0003374456,0.9910433],"genre_scores_gemma":[0.001431507,0.0001640561,0.0001571227,0.0003438943,0.0000508933,0.00005767275,0.003403111,0.0001284347,0.9942632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.183145,"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."}}