{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003110345,0.0008143359,0.0008637926,0.005192185,0.0005812661,0.002356714,0.0006498354,0.0008873165,0.01928298],"category_scores_gemma":[0.02758579,0.0005037832,0.0002486686,0.01464231,0.001056289,0.002587995,0.001012053,0.003334334,0.009693949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475803,"about_ca_system_score_gemma":0.005741254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04098903,"about_ca_topic_score_gemma":0.02390852,"domain_scores_codex":[0.9970607,0.001174688,0.0002905262,0.0003517418,0.0009953802,0.0001270724],"domain_scores_gemma":[0.9928128,0.002288837,0.0009556453,0.0009224403,0.002588426,0.0004318508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003464126,0.0000134688,0.005451328,0.0003372737,0.00003377177,0.00004395043,0.0000962249,0.001291651,0.00002840017,0.05293112,0.8595344,0.08020381],"study_design_scores_gemma":[0.00003457183,0.00003182009,0.02026997,0.0005674972,0.00003097757,0.0001376359,0.0002679936,0.001562563,0.00004905594,0.04504339,0.9319772,0.00002739174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.01142529,0.2322448,0.04555883,0.118059,0.02718948,0.0007094207,0.3762368,0.001659073,0.1869174],"genre_scores_gemma":[0.2381902,0.24901,0.0323421,0.009776995,0.01603034,0.002793057,0.273353,0.001090088,0.1774141],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04098903,"threshold_uncertainty_score":0.08150089,"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."}}