{"id":"W2225327942","doi":"","title":"My Webpage can Speak Many Languages","year":2004,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Variety (cybernetics); Computer science; World Wide Web; Product (mathematics); Software; Foreign language; Curriculum; Globalization; Web page; Programming language; Political science; Sociology; Artificial intelligence; Mathematics education; Mathematics; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002133085,0.0001400936,0.0001572244,0.0005646967,0.0003731667,0.00007743586,0.0002973625,0.0001681068,0.001353546],"category_scores_gemma":[0.0007904326,0.0001424627,0.00001981286,0.001095962,0.0007581982,0.0001149874,0.00003095764,0.0002877227,0.000157856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816037,"about_ca_system_score_gemma":0.002024665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373951,"about_ca_topic_score_gemma":0.0153149,"domain_scores_codex":[0.9987894,0.00005742582,0.0001924064,0.0003196211,0.0003269878,0.0003142039],"domain_scores_gemma":[0.9990144,0.0002132898,0.00009783913,0.0002180517,0.0002806518,0.0001757754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003379299,0.0001255264,0.003027924,0.000003808643,0.000007442942,0.000002051971,0.00671175,4.224584e-7,0.0001312725,0.9841089,0.002740666,0.003136807],"study_design_scores_gemma":[0.0003039723,0.00003493942,0.009047194,0.00004676979,0.0000111958,0.000003076289,0.006859358,0.000001473113,0.0006087653,0.9681957,0.0146883,0.000199261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05011107,0.0002739851,0.00002096044,0.8937925,0.002150252,0.0002329993,0.00001430784,0.0001526867,0.05325125],"genre_scores_gemma":[0.990737,0.0003577131,0.0007347538,0.0009230896,0.001154641,0.0001440397,0.00004899888,0.00001054229,0.005889256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9406259,"threshold_uncertainty_score":0.9995593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196062705189748,"score_gpt":0.3167107152136405,"score_spread":0.294750088161743,"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."}}