{"id":"W4231385233","doi":"10.1007/978-1-4939-7131-2_100790","title":"Online Collaboration","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002249366,0.0001084267,0.000111225,0.00009038107,0.0003208984,0.0001356992,0.0001456734,0.0003100737,0.03817423],"category_scores_gemma":[0.0001024711,0.0001122907,0.00003206454,0.00009563269,0.0002146278,0.0001501157,0.00001349141,0.00009042208,0.001702019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156475,"about_ca_system_score_gemma":0.001325331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008260611,"about_ca_topic_score_gemma":0.01889102,"domain_scores_codex":[0.9991126,0.00002800239,0.0001822483,0.0001901613,0.0003756555,0.000111321],"domain_scores_gemma":[0.9986975,0.00003302365,0.0001371996,0.0001768097,0.000875538,0.00007990625],"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":[0.000001732898,0.00001436375,0.000001396204,0.000001476406,0.00000595032,1.793698e-7,0.003072997,1.061264e-7,0.000001089916,0.6981114,0.2967131,0.002076153],"study_design_scores_gemma":[0.00003986122,0.00001914252,0.000006206015,0.00001471419,0.00001201714,6.730625e-8,0.003435487,0.000002352267,0.000004278411,0.04757939,0.9487553,0.000131174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006055502,0.00007810741,0.00005417044,0.006239313,0.001756672,0.0002490522,0.00003311567,0.000124947,0.9914041],"genre_scores_gemma":[0.0007408169,0.00029417,0.0008291086,0.0009171513,0.003480612,0.000005200324,0.0001828791,0.00001818867,0.9935319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6520422,"threshold_uncertainty_score":0.9990753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153413966872312,"score_gpt":0.3550056508176392,"score_spread":0.323471511148916,"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."}}