{"id":"W4253499097","doi":"10.1002/9781444345827.fmatter","title":"Front Matter","year":2011,"lang":"en","type":"paratext","venue":"Educational Neuroscience","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Title page; Front page; Table of contents; Front (military); Computer science; Table (database); Information retrieval; Computer graphics (images); World Wide Web; Library science; Database; Geography; Media studies; Sociology; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003375026,0.0002053797,0.0001908502,0.0001299275,0.0008499812,0.0001820561,0.001269774,0.0002559449,0.1376594],"category_scores_gemma":[0.0006743713,0.0002187584,0.0001083706,0.0002497093,0.002046769,0.0002183704,0.0001261755,0.0004670518,0.1578335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209698,"about_ca_system_score_gemma":0.002613896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635096,"about_ca_topic_score_gemma":0.00009212708,"domain_scores_codex":[0.9973782,0.0002244974,0.0002522778,0.0006427715,0.0008471602,0.0006550872],"domain_scores_gemma":[0.9986233,0.0003615035,0.000144993,0.0003641105,0.0001724313,0.0003336528],"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":[0.000001172998,0.00008819016,0.0005336199,0.000009456106,0.000001335948,5.83718e-7,0.00197922,0.000001936225,0.00001154168,0.1041277,0.8932098,0.00003541947],"study_design_scores_gemma":[0.00002839353,0.00001106716,0.01066079,0.00002437307,0.000007196883,0.00000208864,0.000202844,0.000006552427,0.000004222729,0.01697842,0.9717934,0.0002806934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008303953,0.000149841,0.0001099145,0.007843966,0.0294467,0.0002406863,0.0001032919,0.00002300482,0.9612522],"genre_scores_gemma":[0.01860254,0.0001645239,0.0004554469,0.006646508,0.002979439,0.00007800099,0.00003964135,0.00002986031,0.9710041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08714927,"threshold_uncertainty_score":0.8920709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773756564493905,"score_gpt":0.3744435406589133,"score_spread":0.3267059750139743,"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."}}