{"id":"W7009591427","doi":"","title":"ERIC ED540502: Signposts to Literacy for Sustainable Development","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Agency (philosophy); Sustainable development; Action (physics); Lifelong learning; Subject (documents); Adult literacy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003830743,0.0002434355,0.0003039845,0.0001623618,0.000320939,0.0001263778,0.0003643688,0.0002500443,0.2653402],"category_scores_gemma":[0.0002101558,0.0002567056,0.000119585,0.00001942281,0.0001001491,5.507943e-7,0.00009860907,0.0000989909,0.01135716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205689,"about_ca_system_score_gemma":0.0001399362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009775832,"about_ca_topic_score_gemma":0.003120336,"domain_scores_codex":[0.9982541,0.00006837236,0.0004942984,0.0002066207,0.000495328,0.0004812994],"domain_scores_gemma":[0.9988084,0.00006817414,0.000319199,0.0002212183,0.0003816738,0.0002013703],"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":[0.00004018188,0.00003984916,5.186487e-7,0.0003357705,0.00003098216,0.000009822745,0.00625293,0.00006324104,3.066781e-8,0.0003030615,0.98483,0.00809357],"study_design_scores_gemma":[0.0003013759,0.00007428246,0.000008798493,0.0001219921,0.0000166151,0.000002296979,0.002051205,0.000001787305,0.000001072394,0.000008289353,0.9971026,0.0003097484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000275313,0.0001132658,0.0000110408,0.0003767519,0.000225423,0.001608739,0.00001908533,0.0001980867,0.9974201],"genre_scores_gemma":[0.0001395897,0.0005398567,0.007577425,0.0007950767,0.0002364325,0.0001299751,0.0001002603,0.00007992717,0.9904014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2539831,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008885183143281686,"score_gpt":0.2322974667405171,"score_spread":0.2234122835972354,"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."}}