{"id":"W853822212","doi":"","title":"Creating Effective Educational Environments: Online Instructors Define Best Practices","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Best practice; Computer science; Internet privacy; Public relations; Medical education; Knowledge management; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005180556,0.0001622897,0.0001367813,0.0002501588,0.0006437004,0.0001763579,0.0004900451,0.0002919443,0.000823957],"category_scores_gemma":[0.001778209,0.0001782482,0.0001478211,0.0003223859,0.0003130524,0.002628256,0.00006537582,0.0004197664,0.0001525479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495844,"about_ca_system_score_gemma":0.00153942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002493512,"about_ca_topic_score_gemma":0.0002073117,"domain_scores_codex":[0.9986234,0.00004881712,0.0004468972,0.0002187463,0.0004000002,0.0002621968],"domain_scores_gemma":[0.998108,0.0001896263,0.0009068634,0.0001626872,0.0005577547,0.00007508693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001504595,0.0006040203,0.01564453,0.00001797059,0.0001208143,1.078202e-8,0.01043468,0.0000397606,0.0002327574,0.3343834,0.003273512,0.6352335],"study_design_scores_gemma":[0.0003757857,0.00004074927,0.002147757,0.00004650903,0.00004037872,0.000003076471,0.07479396,0.0009180227,0.0002003632,0.004533822,0.9166904,0.0002091871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978902,0.0002785072,0.01040089,0.1953775,0.002107048,0.001826913,0.0001470156,0.0003980014,0.09157388],"genre_scores_gemma":[0.8980616,0.0003008304,0.08985105,0.0007189572,0.001328109,0.0005509981,0.001070257,0.00001423703,0.008104012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9134169,"threshold_uncertainty_score":0.9021752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254440466447282,"score_gpt":0.3717971733680939,"score_spread":0.3463531267233657,"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."}}