{"id":"W1993279035","doi":"10.1111/j.1740-9713.2010.00450.x","title":"The Sea, the Census and Statistics","year":2010,"lang":"en","type":"article","venue":"Significance","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wonder; Creatures; Census; Fish <Actinopterygii>; Marine life; History; Geography; Fishery; Archaeology; Biology; Natural (archaeology); Sociology; Demography; Population; Philosophy; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003267769,0.00005479683,0.00004901916,0.000005696751,0.0003284069,0.00005024929,0.00008640996,0.00002587708,0.00002399481],"category_scores_gemma":[0.0004625345,0.00002868953,0.00001039037,0.00004895686,0.0001182664,0.00002222976,0.00001467361,0.0001442399,0.00000861315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005153817,"about_ca_system_score_gemma":0.00001489766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002913736,"about_ca_topic_score_gemma":0.0003090649,"domain_scores_codex":[0.9995518,0.00003110278,0.0001206137,0.00007732514,0.0001146191,0.0001045561],"domain_scores_gemma":[0.9986476,0.000973736,0.00007293337,0.0002207808,0.0000583249,0.00002660259],"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":[0.000006536528,0.00000878969,0.003716843,0.00001245188,0.000005327433,5.987105e-7,0.0001783833,0.000003948307,0.0004736217,0.9453277,0.02099956,0.02926626],"study_design_scores_gemma":[0.0002111555,0.0000195513,0.09514807,0.000007666389,0.0000273724,0.00000804875,0.0001078973,0.01290921,0.0004872244,0.7349191,0.1560027,0.0001520148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003724,0.0003208176,0.06997904,0.01409622,0.002422805,0.001414036,0.0005255116,0.0002136071,0.01065556],"genre_scores_gemma":[0.9833049,0.00001855089,0.01568946,0.00007183974,0.0001189814,0.00001519994,0.000007008356,0.000009446655,0.0007646683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104086,"threshold_uncertainty_score":0.2525874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697886805938019,"score_gpt":0.3227788482311229,"score_spread":0.2857999801717427,"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."}}