{"id":"W2241918760","doi":"","title":"Pre-Service Teachers' Development Of Literacy Practices In Science, Math and Social Studies","year":2012,"lang":"en","type":"article","venue":"Antistasis","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Literacy; Mathematics education; Service (business); Pedagogy; Sociology; Mathematics; Business","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":[0.0007138862,0.0001690356,0.0002829487,0.0008923176,0.000982067,0.001139723,0.0002497297,0.0003908098,0.002430873],"category_scores_gemma":[0.003924152,0.0003030471,0.000215134,0.0004043938,0.0007042318,0.0005406445,0.0009825306,0.001364337,0.0006889369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008219644,"about_ca_system_score_gemma":0.001806093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0261037,"about_ca_topic_score_gemma":0.05178894,"domain_scores_codex":[0.9995689,0.0000750385,0.00003760822,0.00004526581,0.0001468933,0.0001262646],"domain_scores_gemma":[0.9969994,0.0007772013,0.0006350186,0.0001050994,0.0008876315,0.0005957043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003126479,0.002346101,0.8515247,0.0001318705,0.00001643072,0.001104147,0.09516925,0.00009263807,0.006427586,0.0003400358,0.0009255476,0.04160897],"study_design_scores_gemma":[0.00001192736,0.0006154044,0.9553231,0.00004313334,0.00001370455,0.0004486542,0.04036943,0.0001013286,0.001247228,0.00008114001,0.001733072,0.00001191754],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986077,0.00003030338,0.0000122702,0.00003852605,0.000003376168,0.000006988281,0.00001960656,0.000003073643,0.001278143],"genre_scores_gemma":[0.9968718,0.0001034955,0.00007226181,0.00001891054,0.000001400965,0.00001509205,0.0000474221,0.00000213625,0.002867474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0261037,"threshold_uncertainty_score":0.05190355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558536703437321,"score_gpt":0.5120504942767107,"score_spread":0.3561968239329786,"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."}}