{"id":"W6963062196","doi":"10.18712/nsd-nsd2136-v2","title":"Adult Literacy and Life Skills Survey (ALL) 2003","year":2015,"lang":"en","type":"dataset","venue":"NSD – Norsk senter for forskningsdata","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Competence (human resources); Literacy; Everyday life; Reading (process); Survey data collection; Adult literacy; Functional illiteracy; Life skills","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":[0.001992685,0.001161503,0.001206549,0.002916786,0.0006839996,0.001614113,0.002183982,0.0008097956,0.01489916],"category_scores_gemma":[0.006283224,0.0007421153,0.0008792153,0.007138945,0.0002485813,0.0009439115,0.001561435,0.001160394,0.01241523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003438462,"about_ca_system_score_gemma":0.00410049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1806284,"about_ca_topic_score_gemma":0.2029161,"domain_scores_codex":[0.9984,0.0002462791,0.0003890236,0.0003058523,0.0004382772,0.0002205776],"domain_scores_gemma":[0.9961256,0.0004215932,0.0007493947,0.0002641321,0.002087252,0.0003520204],"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":[0.000384361,0.00009704962,0.02429062,0.001254761,0.0001097415,0.00008448358,0.0003561542,0.0003240083,0.0001247321,0.0007413475,0.9653862,0.006846624],"study_design_scores_gemma":[0.000628797,0.000112471,0.2708299,0.001042981,0.000141431,0.0001675118,0.001356052,0.0004201384,0.0005045302,0.000639838,0.7240818,0.0000745926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001722258,0.0001050089,0.00007358698,0.00006863327,0.00003134508,0.00007322239,0.9971143,0.00004142514,0.0007702357],"genre_scores_gemma":[0.004392912,0.0001843066,0.0003604827,0.00008511234,0.00001623502,0.0008978756,0.9915715,0.00003012297,0.002461422],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1806284,"threshold_uncertainty_score":0.3591541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337524427820065,"score_gpt":0.3281304113900333,"score_spread":0.2947551671118327,"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."}}