{"id":"W4401267632","doi":"10.5040/9798400642944.0403","title":"G","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":[0.000446162,0.0008566598,0.0003875358,0.002436946,0.001358318,0.002382752,0.001120187,0.00144996,0.7845248],"category_scores_gemma":[0.002692267,0.0002644954,0.0005200048,0.001891087,0.0004249948,0.0009494151,0.001433797,0.001340711,0.6994196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191708,"about_ca_system_score_gemma":0.002202317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02076377,"about_ca_topic_score_gemma":0.0320366,"domain_scores_codex":[0.999666,0.00005077426,0.00001517103,0.0000675276,0.0001047682,0.0000958586],"domain_scores_gemma":[0.9987264,0.0001370168,0.00006976828,0.0001830362,0.0004484598,0.0004351908],"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":[0.00004239572,0.00007272865,0.0009750591,0.00006448005,0.0000054882,0.00005695877,0.00003289634,0.00004256887,0.00008373444,0.003286219,0.9324734,0.06286407],"study_design_scores_gemma":[0.00002603797,0.0000212896,0.003756594,0.0001280535,0.000006475017,0.0001430677,0.00007226032,0.00004897835,0.0001239114,0.001417885,0.994249,0.000006398105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006666284,0.0002022784,0.0002442437,0.0008152347,0.0003098106,0.000108069,0.01189911,0.000529698,0.9852248],"genre_scores_gemma":[0.002346957,0.0003056482,0.0003181569,0.0007663307,0.00009923749,0.0000844336,0.007799097,0.0002384221,0.9880416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2154752,"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."}}