{"id":"W2170175663","doi":"10.26522/tl.v2i2.68","title":"Exploring Literacy Initiatives","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Reading (process); Literacy education; Critical literacy; Information literacy; Sociology; Pedagogy; Political science; Public relations; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001448489,0.00004023462,0.00005612407,0.00005160084,0.001416392,0.0001252291,0.00004004586,0.00001748056,0.00005936663],"category_scores_gemma":[0.0005906745,0.00003908299,0.00001471804,0.00004634013,0.00003230443,0.0007150346,0.00001037168,0.0003954581,0.00004170003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002177909,"about_ca_system_score_gemma":0.00002672889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957617,"about_ca_topic_score_gemma":0.00003207197,"domain_scores_codex":[0.9989524,0.000665825,0.00008096593,0.00008236691,0.00008330543,0.0001350631],"domain_scores_gemma":[0.9996121,0.0002329829,0.00004012651,0.00003510402,0.00001496996,0.00006471891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[5.148947e-7,0.000005847659,0.01178028,0.00000299918,0.000002448147,1.303443e-7,0.6932969,0.00001496131,0.0000176628,0.03368808,0.00006227892,0.2611279],"study_design_scores_gemma":[0.00004429682,0.000007138891,0.01045757,0.00003197644,0.000001561705,6.157051e-7,0.08827165,0.00003774797,0.000003116226,0.00002965938,0.9010564,0.00005825011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541208,0.0001905524,0.00007718828,0.002044756,0.0001017254,0.00002481653,9.603943e-8,0.00008603223,0.143354],"genre_scores_gemma":[0.9918146,0.00009192179,0.0009691048,0.0001757463,0.001354879,0.00000703411,6.500899e-7,0.000005043373,0.005581055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009941,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267778329547837,"score_gpt":0.4067246142226829,"score_spread":0.2799467812678992,"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."}}