{"id":"W2886517916","doi":"10.1111/anzs.12243","title":"Statistics in Action: A Canadian Outlook Edited by J.F.Lawless. Boca Raton, Florida:CRC Press2014 384 pages. $185.00 (hardback). ISBN 9781482236231","year":2018,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Statistics","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Mathematics; Statistics; Humanities; Philosophy; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.01013907,0.003567243,0.003192923,0.01096743,0.001899031,0.005528376,0.002893356,0.002612822,0.05753957],"category_scores_gemma":[0.01451402,0.001831752,0.001146484,0.01995208,0.002960345,0.005069785,0.002838937,0.004624974,0.03191788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02359592,"about_ca_system_score_gemma":0.07242794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7738824,"about_ca_topic_score_gemma":0.8284125,"domain_scores_codex":[0.996273,0.0004178212,0.0002550293,0.0002902491,0.002460073,0.0003037793],"domain_scores_gemma":[0.9820499,0.002333732,0.0007745214,0.0003738874,0.01281939,0.00164853],"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":[0.00001244977,0.000007514918,0.0000803487,0.0005303637,0.000008323397,0.00001411837,0.00005091877,0.0001840727,0.0000592466,0.002072621,0.9138734,0.08310665],"study_design_scores_gemma":[0.000005583933,0.000005831649,0.0007820771,0.001193859,0.0000105315,0.00003245383,0.00009607153,0.00009624026,0.00003085604,0.001575118,0.9961491,0.00002223701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001541477,0.8911251,0.002358272,0.04624446,0.02138101,0.0000712959,0.005011613,0.0006184287,0.03303566],"genre_scores_gemma":[0.001679803,0.9008096,0.004869184,0.005254264,0.004415992,0.00006445486,0.003997863,0.0004163277,0.0784926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7738824,"threshold_uncertainty_score":0.4548984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05953332035679287,"score_gpt":0.3291739783695715,"score_spread":0.2696406580127786,"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."}}