{"id":"W4401267654","doi":"10.5040/9798400642944.0497","title":"K","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":[0.0005198992,0.0007639144,0.0004801313,0.002139868,0.002003547,0.003426074,0.001217576,0.001505832,0.7989683],"category_scores_gemma":[0.003653877,0.0003814468,0.000550326,0.001938104,0.0004312511,0.001801562,0.001814556,0.001781552,0.7477274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727574,"about_ca_system_score_gemma":0.003911311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306598,"about_ca_topic_score_gemma":0.04904032,"domain_scores_codex":[0.9994919,0.00005704287,0.00003499477,0.0001015009,0.0001513524,0.0001631307],"domain_scores_gemma":[0.997948,0.000176507,0.0001148261,0.0002424489,0.0009271258,0.0005911672],"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":[0.00003845254,0.00004668189,0.0007726275,0.00006876592,0.0000036294,0.0000455523,0.00003841457,0.00002438955,0.00005467523,0.002750977,0.9513721,0.04478364],"study_design_scores_gemma":[0.00001829326,0.00001196581,0.002365639,0.0001064551,0.000004575216,0.0001208586,0.00008727049,0.00002939639,0.00008145435,0.0009231378,0.9962443,0.000006700101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004991232,0.000209003,0.0001799872,0.0009172955,0.0004192038,0.000093839,0.01012269,0.0003926834,0.9871662],"genre_scores_gemma":[0.001574255,0.0002670953,0.0001899327,0.0006600209,0.00008109168,0.0000721664,0.004839297,0.0002103069,0.9921057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2010317,"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."}}