{"id":"W2896692106","doi":"","title":"Online Collaborative Visual Representations: A Scoping Review","year":2017,"lang":"en","type":"review","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Human–computer interaction; Data 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083729,0.001567445,0.003945527,0.01304086,0.0009918124,0.006234969,0.002051616,0.00360094,0.005943241],"category_scores_gemma":[0.02867175,0.0009011466,0.002784462,0.01283591,0.001807331,0.005451035,0.003250442,0.001970004,0.0009392111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002574414,"about_ca_system_score_gemma":0.01219394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552903,"about_ca_topic_score_gemma":0.01664894,"domain_scores_codex":[0.9965324,0.001251959,0.0008506232,0.0003661631,0.0008270699,0.0001717858],"domain_scores_gemma":[0.978133,0.0177367,0.001785627,0.0003835213,0.001707272,0.000253877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001429634,0.0001036455,0.000491018,0.3652162,0.001293095,0.0001371302,0.0006613715,0.0002635408,0.0002962326,0.003179971,0.009227328,0.6189875],"study_design_scores_gemma":[0.0001157489,0.0001456685,0.002679808,0.7339167,0.009097211,0.0007601645,0.001408448,0.000226518,0.0003918514,0.004709827,0.2464558,0.00009221913],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001965851,0.998745,0.0002012213,0.0002270228,0.00009970603,0.00004667427,0.00004280744,0.000005244464,0.0004357851],"genre_scores_gemma":[0.002462468,0.9962807,0.0005948532,0.0003064867,0.00007952902,0.00008554346,0.00005872665,0.000003896647,0.0001278323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01304086,"threshold_uncertainty_score":0.04428065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3383413325046777,"score_gpt":0.597182194535815,"score_spread":0.2588408620311373,"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."}}