{"id":"W6983959971","doi":"","title":"Inside Covers","year":2011,"lang":"en","type":"article","venue":"Archivaria","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008091397,0.00004604605,0.00005796801,0.00003091661,0.00003923826,0.00000459703,0.00005010075,0.00001614363,0.0004114167],"category_scores_gemma":[0.0001064884,0.00004153773,0.00002475171,0.00004139543,0.00001411706,0.00005334459,0.00001838463,0.00004246831,0.000106711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006864872,"about_ca_system_score_gemma":0.00001063194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000840295,"about_ca_topic_score_gemma":0.000006524926,"domain_scores_codex":[0.999649,0.00002189934,0.0001113183,0.00006939304,0.00006632168,0.00008209246],"domain_scores_gemma":[0.9996851,0.00008253832,0.00004220872,0.0001454445,0.0000122803,0.00003242641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008735855,0.00002471276,0.005196307,0.000005453605,0.00000627736,0.000001744683,0.001283875,0.000001899712,0.0001133962,0.9900017,0.001501656,0.001854285],"study_design_scores_gemma":[0.000128314,0.00001292254,0.08859032,0.000006070762,0.000008729646,0.000004435657,0.000009506077,0.0007334933,0.0002415165,0.9085464,0.001663954,0.00005427814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1593148,0.00000290513,0.0420313,0.00008952939,0.0001868271,0.0001227304,0.000005410283,0.0001132971,0.7981333],"genre_scores_gemma":[0.932846,9.075712e-7,0.06677705,0.00007861613,0.00002924576,0.000002797064,0.000006079273,0.000007808327,0.0002515515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7978817,"threshold_uncertainty_score":0.4504724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246848970650434,"score_gpt":0.3196996681907376,"score_spread":0.1950147711256942,"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."}}