{"id":"W2153851435","doi":"10.19173/irrodl.v6i2.228","title":"Rubrics and Exemplars in Text-conferencing","year":2005,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Rubric; Computer science; Distance education; Computer-mediated communication; Educational technology; Multimedia; World Wide Web; Psychology; Mathematics education; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01815114,0.00008412035,0.0002314066,0.0002133304,0.0001303928,0.00008494763,0.0005462461,0.00004581677,0.0003902542],"category_scores_gemma":[0.003441112,0.0000620682,0.00001906959,0.000506795,0.0001642035,0.000116782,0.0004209822,0.001296949,0.00001555976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000248,"about_ca_system_score_gemma":0.00006389173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009666339,"about_ca_topic_score_gemma":0.00004796048,"domain_scores_codex":[0.9965778,0.0022343,0.0003766227,0.0002360162,0.0003303386,0.0002449093],"domain_scores_gemma":[0.9979905,0.001541025,0.0001172575,0.0001451662,0.0001693959,0.00003664258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001719805,0.0001635022,0.365569,0.000519774,0.00005018865,0.0000258516,0.00302782,0.0001001846,0.0001812954,0.08653194,0.002268703,0.5413897],"study_design_scores_gemma":[0.002119326,0.0001978691,0.622619,0.01301269,0.000009942194,0.0000841973,0.007977493,0.002017093,0.00005526187,0.0037139,0.3479221,0.0002711571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816717,0.02359034,0.001015862,0.02680837,0.0001134299,0.0006572769,0.00001556037,0.00001582121,0.06611162],"genre_scores_gemma":[0.9924127,0.005762494,0.0005358985,0.0002558709,0.00004777957,0.00003808557,0.00003512348,0.000008148302,0.0009038475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411186,"threshold_uncertainty_score":0.629086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810864200408868,"score_gpt":0.5363004671372062,"score_spread":0.3552140470963195,"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."}}