{"id":"W4244254312","doi":"10.4324/9780203978801-23","title":"Notes on Contributors","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; History; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008322963,0.0005970778,0.0006194926,0.002456398,0.002717645,0.00276984,0.001329616,0.001211219,0.3888941],"category_scores_gemma":[0.00770321,0.0002272664,0.0003190554,0.002790604,0.0005667649,0.002612439,0.001748134,0.002093233,0.2366476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231071,"about_ca_system_score_gemma":0.00178495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006770796,"about_ca_topic_score_gemma":0.01138804,"domain_scores_codex":[0.9991558,0.0001244143,0.00005144821,0.0001427097,0.0004313087,0.00009437792],"domain_scores_gemma":[0.9967262,0.0007247495,0.0001102416,0.0002788837,0.001812144,0.0003477638],"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":[0.000003591143,0.000003704637,0.00002146736,0.00002449595,3.251474e-7,0.00001210608,0.00005277307,0.000006893919,0.00001712214,0.002479701,0.9864727,0.01090501],"study_design_scores_gemma":[6.357394e-7,9.360079e-7,0.00006902032,0.00004736365,2.747654e-7,0.00001228321,0.00006028775,0.000004211825,0.00001287138,0.0003481446,0.9994428,0.000001153455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005884372,0.0112955,0.0007514062,0.03733012,0.08474509,0.0001780201,0.003227612,0.0004573839,0.8614264],"genre_scores_gemma":[0.0020214,0.002814332,0.0002893444,0.00437145,0.004474302,0.00006187381,0.0009448474,0.0002056986,0.9848167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6111059,"threshold_uncertainty_score":0.8716685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394977710364284,"score_gpt":0.3188560191937271,"score_spread":0.2949062420900843,"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."}}