{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05894677,0.0007664027,0.001311575,0.002913774,0.002935491,0.00808303,0.001940461,0.003608589,0.075984],"category_scores_gemma":[0.1176329,0.0006769993,0.0008904953,0.003666604,0.00104827,0.003097019,0.002431763,0.002999434,0.03892719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005011825,"about_ca_system_score_gemma":0.01714174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237078,"about_ca_topic_score_gemma":0.03297998,"domain_scores_codex":[0.9630653,0.01782006,0.002536299,0.001406036,0.0142568,0.0009155429],"domain_scores_gemma":[0.8111872,0.02924951,0.00412489,0.007590952,0.141774,0.006073434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000761777,0.0004295603,0.001646784,0.0009601895,0.00003782415,0.00005034736,0.0006800168,0.0001610757,0.0006662055,0.0009396115,0.87113,0.1225366],"study_design_scores_gemma":[0.0006123196,0.0009568203,0.02145889,0.001825401,0.0001056512,0.00008475596,0.001118153,0.0004968076,0.001356645,0.0006859444,0.9712224,0.00007610731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03995541,0.01976738,0.02199014,0.1292259,0.04143172,0.04301988,0.04688462,0.005393276,0.6523317],"genre_scores_gemma":[0.09470881,0.01195956,0.04093056,0.02620149,0.003108763,0.03152663,0.02999483,0.004052236,0.7575171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.075984,"threshold_uncertainty_score":0.311744,"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."}}