{"id":"W7096491390","doi":"","title":"Prepared by","year":2003,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0008040875,0.0005119201,0.0006381001,0.001375599,0.002061493,0.003955944,0.0009091282,0.001362998,0.6600683],"category_scores_gemma":[0.004782148,0.0003166364,0.0004154007,0.0009944012,0.0007202842,0.001873923,0.002304848,0.001795891,0.4416675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346961,"about_ca_system_score_gemma":0.003564615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154352,"about_ca_topic_score_gemma":0.01913876,"domain_scores_codex":[0.9993163,0.00007518069,0.00003107113,0.0001880043,0.0002937613,0.00009566035],"domain_scores_gemma":[0.9980587,0.0001435574,0.00004753043,0.0002753534,0.001193838,0.0002810064],"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":[0.0001176365,0.00003668728,0.0008131216,0.000162453,0.000009431772,0.0001645585,0.0004156712,0.0001290815,0.001392102,0.01418329,0.8793775,0.1031984],"study_design_scores_gemma":[0.00001126699,0.00001407281,0.0005276009,0.00005689177,0.000005771325,0.00007186747,0.0002253025,0.0001080951,0.0004528544,0.001209901,0.9973104,0.000005983958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004105756,0.001194546,0.006959482,0.01166126,0.01576488,0.0003414582,0.006029694,0.001760829,0.9521821],"genre_scores_gemma":[0.01235267,0.0008779387,0.003155123,0.001428289,0.0005549783,0.00008776858,0.003517756,0.0006844472,0.9773411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3399317,"threshold_uncertainty_score":0.4848713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169050127342101,"score_gpt":0.3368148320639386,"score_spread":0.2851243307905176,"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."}}