{"id":"W2530853514","doi":"","title":"Research Guides: Data and Statistics: Canada--Nationwide","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Data science; Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001557472,0.0001929931,0.0002944116,0.0001890599,0.0002160264,0.00008972272,0.0005231086,0.0001820345,0.001399798],"category_scores_gemma":[0.004573734,0.0001431315,0.000009539767,0.0001297969,0.00008259065,0.0001509533,0.0004482678,0.0002773604,0.00002364141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678788,"about_ca_system_score_gemma":0.001351823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2719755,"about_ca_topic_score_gemma":0.8185195,"domain_scores_codex":[0.9974948,0.0001684886,0.0005787452,0.0004533003,0.0009946245,0.0003100268],"domain_scores_gemma":[0.9946682,0.003193553,0.0002082728,0.001120283,0.0006945615,0.0001151697],"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":[0.000002334697,0.000006698423,0.0001836847,0.0002239937,0.00002415323,0.000005280821,0.0000190911,2.586123e-7,5.520307e-7,0.1158782,0.8725402,0.01111556],"study_design_scores_gemma":[0.0001455621,0.000009773213,0.0005057221,0.0001905586,0.00002873108,0.000006247873,0.00004485586,0.002185431,0.00000294038,0.1468146,0.8498721,0.0001935391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003750465,0.002821379,0.3052568,0.03085282,0.00549793,0.00359998,0.1319448,0.0005220511,0.5191292],"genre_scores_gemma":[0.001931534,0.001570311,0.3660161,0.0007508468,0.002705589,0.00005200153,0.02373276,0.0002244257,0.6030164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5465441,"threshold_uncertainty_score":0.999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517038189794545,"score_gpt":0.450606011789863,"score_spread":0.1989021928104086,"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."}}