{"id":"W2067225645","doi":"10.2316/journal.208.2005.1.208-0832","title":"A Web Portal for Open-Source Synchronous Distance Education","year":2005,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Internet portal; Open source; Computer science; World Wide Web; Software; Open source software; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128834,0.0006403683,0.0005254418,0.001451841,0.0007471143,0.001887729,0.00152402,0.0009986502,0.1940343],"category_scores_gemma":[0.004337153,0.0004384479,0.0003251946,0.001786898,0.0002648303,0.003495369,0.002861594,0.001495505,0.1108605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938092,"about_ca_system_score_gemma":0.0009978224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000676243,"about_ca_topic_score_gemma":0.001192708,"domain_scores_codex":[0.9993647,0.00008734469,0.0000483498,0.00006895723,0.0003561173,0.00007459703],"domain_scores_gemma":[0.9969087,0.0007052377,0.0001140316,0.0007609274,0.0004631276,0.001047855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005567059,0.00110206,0.0009312904,0.0004345633,0.0000279223,0.0002575658,0.0002970456,0.0005240284,0.01100373,0.01009332,0.5654739,0.4092979],"study_design_scores_gemma":[0.0002868351,0.0001656917,0.003484005,0.00007910219,0.00001579583,0.0002900331,0.00008477399,0.003528778,0.006485093,0.00941658,0.9761021,0.00006113348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.008782942,0.0006300075,0.3063491,0.00101259,0.0007939997,0.00157273,0.02260915,0.4724566,0.185793],"genre_scores_gemma":[0.07078502,0.001251272,0.2523772,0.001105495,0.0006637369,0.002319675,0.1100738,0.07625081,0.4851731],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1940343,"threshold_uncertainty_score":0.6491095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003370730746562628,"score_gpt":0.2479508320726038,"score_spread":0.2445801013260412,"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."}}