{"id":"W2144464618","doi":"10.20360/g2tp4b","title":"Teacher Resources Online","year":2012,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toolbox; Literacy; Educational resources; Resource (disambiguation); Information literacy; Process (computing); The Internet; Pedagogy; Sociology; Mathematics education; Computer science; Psychology; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009631207,0.00008420662,0.00008353432,0.00005134206,0.0001168359,0.0001797779,0.00004172362,0.00002291674,0.003449836],"category_scores_gemma":[0.00003267794,0.00006216579,0.00002652063,0.00001732016,0.00004787156,0.000636273,0.00001782969,0.0000884096,0.00008605802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006276362,"about_ca_system_score_gemma":0.000004840437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004130102,"about_ca_topic_score_gemma":0.00005283875,"domain_scores_codex":[0.9994942,0.00002970446,0.0001143712,0.00009023889,0.00007357015,0.0001979005],"domain_scores_gemma":[0.9996731,0.00005024776,0.00003465225,0.0001244397,0.0000256318,0.00009188132],"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":[0.000005104136,0.0001106185,0.006568505,0.00002281597,0.000007059889,0.000001862162,0.9558043,6.006482e-9,0.000009854777,0.0008717067,0.004207763,0.03239038],"study_design_scores_gemma":[0.0001258093,0.00001698595,0.008314006,0.00002563502,0.0000154207,0.000005085539,0.2094535,0.000007271934,0.00001976924,0.00008612573,0.7818217,0.000108768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818549,0.007080639,0.000001273468,0.000289485,0.0006463098,0.00004812172,0.00002137149,0.00005048908,0.0100074],"genre_scores_gemma":[0.9532835,0.00002070023,0.00009985901,0.001277304,0.00736818,0.000005742015,0.000103796,0.00001121097,0.03782969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776139,"threshold_uncertainty_score":0.9974611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649311024151837,"score_gpt":0.2698506323261562,"score_spread":0.2533575220846378,"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."}}