{"id":"W7165153002","doi":"10.5281/zenodo.20739071","title":"A Brief Lesson in Statistics","year":2012,"lang":"en","type":"article","venue":"Open MIND","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Politics; Term (time); Descriptive statistics; Statistical analysis; Data collection; Statistics education","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":[0.01135429,0.001013701,0.0009516026,0.002771088,0.002833603,0.008076124,0.001616853,0.003762117,0.01484254],"category_scores_gemma":[0.06133948,0.000531668,0.001109358,0.003628042,0.009034744,0.01182729,0.002800779,0.01503952,0.01496932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993846,"about_ca_system_score_gemma":0.005947485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621885,"about_ca_topic_score_gemma":0.003752063,"domain_scores_codex":[0.989897,0.004996395,0.0006344412,0.0009069638,0.003214758,0.0003504803],"domain_scores_gemma":[0.9600052,0.03257028,0.0006686437,0.001752432,0.004065321,0.0009380761],"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":[0.00002288952,0.00003607392,0.0003537121,0.0002748567,0.00001469758,0.00007121435,0.001035462,0.0002595173,0.00009946556,0.3483463,0.5819725,0.0675135],"study_design_scores_gemma":[0.000009956545,0.00002188284,0.0002964197,0.0003339479,0.000003995471,0.0001002316,0.0002536953,0.0001764826,0.00006064948,0.2438347,0.7548916,0.000016348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001025225,0.06230857,0.04517685,0.7469289,0.05020264,0.0000663232,0.001131644,0.0009057737,0.09225401],"genre_scores_gemma":[0.07269501,0.1214122,0.08180334,0.3564801,0.1674516,0.0005629397,0.001928094,0.002543582,0.1951232],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01484254,"threshold_uncertainty_score":0.06004798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935913408478782,"score_gpt":0.4327048852988042,"score_spread":0.239113544450926,"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."}}