{"id":"W37717759","doi":"10.1016/j.scitotenv.2023.167102","title":"From Usenet to CoWebs - Interacting with social information spaces.","year":2003,"lang":"en","type":"article","venue":"Educational Technology & Society","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Knowledge management; Sociology; Multimedia; Mathematics education; Human–computer interaction; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000322005,0.0001113543,0.000130678,0.0001300989,0.0008213352,0.00005993307,0.0004561937,0.0003248713,0.0009980671],"category_scores_gemma":[0.0008875558,0.0001142358,0.00005600836,0.0008739562,0.0004287814,0.0003512089,0.0000686497,0.0003800476,0.0002889589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002679288,"about_ca_system_score_gemma":0.0005153094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006275768,"about_ca_topic_score_gemma":0.000640452,"domain_scores_codex":[0.9990447,0.00007794535,0.0002170181,0.0001769276,0.0002043032,0.0002790769],"domain_scores_gemma":[0.9989851,0.0002407921,0.0001709386,0.0002766915,0.0002574718,0.00006905485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009678454,0.0001781276,0.03117044,0.000004562234,0.0001099232,1.327002e-7,0.1040748,0.000004738547,0.0003068631,0.7362872,0.1200054,0.007848186],"study_design_scores_gemma":[0.0002707576,0.00001941962,0.003702895,0.00001295099,0.00001304128,0.000001878315,0.1075907,0.00001451735,0.0003064956,0.02582033,0.8620476,0.0001995085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6803367,0.00009332385,0.001490087,0.2866383,0.0008455466,0.0004542201,0.00002055808,0.000575713,0.02954557],"genre_scores_gemma":[0.9634485,0.00004573411,0.03474691,0.0008648222,0.0001587447,0.0001294391,0.00005250666,0.000009181887,0.0005441568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7420422,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885637417685463,"score_gpt":0.3355320605489936,"score_spread":0.3166756863721389,"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."}}