{"id":"W7101092600","doi":"","title":"Site evaluation report: J. Baggaley, 2003 THE EVALUATION AND SELECTION OF COLLABORATIVE TOOLS IN DISTANCE EDUCATION","year":2014,"lang":"en","type":"article","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Asynchronous communication; Variety (cybernetics); CLARITY; Instant messaging; Selection (genetic algorithm); Software; Videoconferencing; Teleconference","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":[],"consensus_categories":[],"category_scores_codex":[0.003030635,0.00009409209,0.000129257,0.0000972519,0.0001563397,0.0001344685,0.00004525684,0.00003779098,0.0005883811],"category_scores_gemma":[0.005247629,0.000073168,0.00001364461,0.0001844271,0.00008140031,0.0002636708,0.00001060262,0.00006352706,0.00000790689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136177,"about_ca_system_score_gemma":0.0003860879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318577,"about_ca_topic_score_gemma":0.02135912,"domain_scores_codex":[0.9984381,0.0003827426,0.0004093876,0.0002071721,0.0004691357,0.00009349448],"domain_scores_gemma":[0.9962434,0.0001833343,0.0003696317,0.0001490472,0.003037072,0.00001751989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000380303,0.000144225,0.01168319,0.00004458671,0.00002593284,1.011659e-7,0.04512452,0.0002968271,0.0007402376,0.8902043,0.0008686481,0.05082938],"study_design_scores_gemma":[0.001777364,0.0002603059,0.2892255,0.0002553122,0.000497746,0.00001269286,0.02371829,0.381289,0.002080395,0.272044,0.02830182,0.0005376224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928124,0.0002278356,0.005652457,0.006537321,0.001862789,0.002501213,0.00001634041,0.00004270351,0.09034689],"genre_scores_gemma":[0.9979674,0.000009117281,0.0004950769,0.00007593407,0.0004396896,0.0001319212,0.00009611755,0.000008779391,0.0007759677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6181603,"threshold_uncertainty_score":0.9964985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389866301354278,"score_gpt":0.3107535747652517,"score_spread":0.2717669446298239,"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."}}