{"id":"W1536894981","doi":"","title":"Applying Peer-to-Peer Technology to the Building of Distributed Educational Systems.","year":2005,"lang":"en","type":"article","venue":"The Journal of Interactive Learning Research","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Educational technology; Technology integration; Computer-Assisted Instruction; Multimedia; Peer evaluation; Instructional design; Mathematics education; Peer feedback; Knowledge management; Higher education; Psychology; 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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009276796,0.000167973,0.0003220453,0.001399383,0.0004943253,0.0002582025,0.00475775,0.00009938172,0.00001653153],"category_scores_gemma":[0.01361634,0.0001024884,0.0000819405,0.003310292,0.0001682486,0.0003920977,0.0018858,0.002696954,0.0001452774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000577574,"about_ca_system_score_gemma":0.0002840509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006377052,"about_ca_topic_score_gemma":0.00001406876,"domain_scores_codex":[0.9956262,0.0007448578,0.0006068313,0.0002689611,0.00211203,0.0006410877],"domain_scores_gemma":[0.990733,0.003240373,0.0003910625,0.0007192249,0.004763111,0.0001532728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005091316,0.0002783,0.004374558,0.00003355698,0.0003647183,0.00002496918,0.01134056,0.5599248,0.05971839,0.02448709,0.1277224,0.2112215],"study_design_scores_gemma":[0.0005837258,0.002229419,0.009218631,0.001433964,0.00003343787,0.001089748,0.01809739,0.03685093,0.04415175,0.003713369,0.8820922,0.000505487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3475471,0.0003063871,0.305921,0.3445514,0.0004513884,0.0007509965,0.000004902294,0.00007535136,0.0003914423],"genre_scores_gemma":[0.9794005,0.000009873574,0.01856275,0.000154665,0.0003696783,0.0000865788,7.251599e-7,0.00001716773,0.001398139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7543697,"threshold_uncertainty_score":0.9996039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03869780632334102,"score_gpt":0.4031879682380162,"score_spread":0.3644901619146752,"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."}}