{"id":"W6945230998","doi":"10.23662/fors-ds-469-1","title":"ALL - Adult Literacy and Lifeskills Survey, Switzerland - 2003","year":2016,"lang":"en","type":"dataset","venue":"Swissubase FORS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; Functional illiteracy; Literacy; Sample (material); Adult literacy; German; Test (biology); Lifelong learning; Everyday life","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":[0.0006685061,0.0006709798,0.0004054649,0.00194428,0.0003292802,0.0007352645,0.0005271145,0.0004045264,0.005204485],"category_scores_gemma":[0.001230117,0.0001960069,0.000264873,0.002271239,0.0001302232,0.0004559911,0.0005542677,0.0003672675,0.003476131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725196,"about_ca_system_score_gemma":0.001161119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07906241,"about_ca_topic_score_gemma":0.1220446,"domain_scores_codex":[0.9994457,0.00009692337,0.00009874399,0.00009811058,0.0001651654,0.00009528385],"domain_scores_gemma":[0.9987457,0.00007535936,0.0003455384,0.0000545606,0.0005159567,0.0002629003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007718765,0.0003762977,0.8667148,0.0006240476,0.0001177825,0.0006294491,0.00129485,0.0006329637,0.002317026,0.0006230685,0.1036411,0.02225694],"study_design_scores_gemma":[0.00004363037,0.0001009872,0.9843798,0.0000305965,0.00001052971,0.0001077202,0.0003882083,0.0001594927,0.0002281995,0.00002422835,0.01451592,0.00001071227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5889699,0.00160452,0.0005456216,0.000716274,0.0001348421,0.0008983767,0.3825926,0.0002465054,0.02429128],"genre_scores_gemma":[0.6158473,0.001246484,0.001110907,0.0004887675,0.00008271134,0.002523297,0.3528329,0.00005722355,0.02581032],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.07906241,"threshold_uncertainty_score":0.1572044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294603334953639,"score_gpt":0.293839751189,"score_spread":0.2808937178394636,"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."}}