{"id":"W2023803418","doi":"10.1145/2723576.2723604","title":"How do you connect?","year":2015,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Centrality; Narrative; Computer science; Social media; Style (visual arts); Social capital; World Wide Web; Sociology; Linguistics","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":[0.001608909,0.0002478708,0.0002079759,0.0007401119,0.003295365,0.004344017,0.0005418112,0.001450765,0.02218597],"category_scores_gemma":[0.01237686,0.0001347276,0.0001937437,0.0008440495,0.002584792,0.006951366,0.002348775,0.001935711,0.005489488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189467,"about_ca_system_score_gemma":0.0008353637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716925,"about_ca_topic_score_gemma":0.005688088,"domain_scores_codex":[0.9983859,0.0009272691,0.00003994489,0.0002024719,0.0002363166,0.000208065],"domain_scores_gemma":[0.995967,0.001180325,0.0005751858,0.0002140758,0.0006369681,0.001426329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001739511,0.0001242547,0.06194257,0.000531319,0.0001185797,0.001018428,0.1621039,0.0001903634,0.001161197,0.1005765,0.2935137,0.3785452],"study_design_scores_gemma":[0.00001947165,0.00008502758,0.01930413,0.0007098669,0.00005620762,0.001462727,0.1669452,0.0002765106,0.0003305636,0.03774388,0.7730106,0.00005584196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3146632,0.012962,0.01518688,0.256287,0.005556404,0.0001675991,0.001322503,0.0004879695,0.3933665],"genre_scores_gemma":[0.9071137,0.007972952,0.003769408,0.02236866,0.0006569993,0.0002098016,0.0005529372,0.0001505978,0.05720503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02218597,"threshold_uncertainty_score":0.07421952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031780258879585,"score_gpt":0.2662678383478637,"score_spread":0.2359500357590678,"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."}}