{"id":"W3214660868","doi":"10.54590/pop.2021.007","title":"Supporting Positive Collaboration in Digital Online Projects","year":2021,"lang":"en","type":"article","venue":"Pop! Public Open Participatory","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Process management; Engineering management; Knowledge management; Computer science; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001099695,0.00009179011,0.000153271,0.00009774744,0.0003614877,0.001600273,0.000287516,0.00008551469,0.0006519806],"category_scores_gemma":[0.00304754,0.0001046679,0.00002243791,0.001784157,0.0001138092,0.002688539,0.0001210294,0.0001170582,0.00006486521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372364,"about_ca_system_score_gemma":0.005381877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004428751,"about_ca_topic_score_gemma":0.02497951,"domain_scores_codex":[0.998217,0.0003277629,0.0003670027,0.0003058823,0.0003579625,0.000424405],"domain_scores_gemma":[0.9985507,0.0001005639,0.0001613789,0.0001952687,0.0008128684,0.0001792308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003951556,0.00257192,0.462059,0.00001857608,0.00004652788,0.00004912729,0.1119624,0.00002559634,0.0004094903,0.3714245,0.02117939,0.030214],"study_design_scores_gemma":[0.001388429,0.00009547442,0.1188686,0.00007865235,0.00002588578,0.000003066213,0.3730558,0.000527734,0.001375282,0.006276048,0.4976097,0.0006953398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886474,0.00007327111,0.00002241647,0.02621135,0.0005802283,0.0005973713,0.0000526425,0.00005184508,0.08376353],"genre_scores_gemma":[0.9922889,0.000009707954,0.000244285,0.001213477,0.0002291909,0.0001410134,0.0002192115,0.00001134402,0.005642853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764304,"threshold_uncertainty_score":0.9994361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157419910283238,"score_gpt":0.4702621350926727,"score_spread":0.354520144064349,"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."}}