{"id":"W7096592791","doi":"","title":"I In nn no ov va at ti io on n, , g gr ro ow wt th h t th he eo or ry y, , a an nd d t th he e r ro ol le e o of f k kn no ow w l le ed dg ge e s sp pi il ll lo ov ve er rs s","year":2007,"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":"Work (physics); Class (philosophy); Data collection; Set (abstract data type); Identification (biology)","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":[],"category_scores_codex":[0.0009007543,0.0005613351,0.000566654,0.001654383,0.001299045,0.003555138,0.0008047075,0.0007243524,0.1317716],"category_scores_gemma":[0.004650053,0.0002994179,0.0005376588,0.0007177879,0.0009200839,0.00163452,0.00261152,0.001235493,0.04497799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981795,"about_ca_system_score_gemma":0.002720355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02968557,"about_ca_topic_score_gemma":0.03433486,"domain_scores_codex":[0.9991789,0.00009350748,0.00004394389,0.0001841497,0.0003029261,0.0001965295],"domain_scores_gemma":[0.9986894,0.0001940618,0.000117201,0.0002023103,0.0005971985,0.0001999899],"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":[0.0004390682,0.0002874887,0.0350283,0.0003556774,0.00007639071,0.0003846511,0.001291251,0.002428155,0.008470306,0.1070128,0.4846428,0.3595832],"study_design_scores_gemma":[0.00002345633,0.0001529347,0.02307896,0.0002497625,0.0000375536,0.0005250974,0.001353292,0.004169609,0.006690471,0.01476336,0.9488835,0.00007205325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02722149,0.0009773376,0.01092467,0.002390244,0.001857953,0.000130508,0.003826612,0.001034683,0.9516366],"genre_scores_gemma":[0.1767351,0.00127996,0.009524086,0.001197681,0.0003175272,0.000131406,0.005709094,0.0007401424,0.804365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8682284,"threshold_uncertainty_score":0.44082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540100744837639,"score_gpt":0.3295946266728856,"score_spread":0.2755845521891217,"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."}}