{"id":"W92684717","doi":"10.1007/978-3-642-20862-1_14","title":"Following the Conversation: A More Meaningful Expression of Engagement","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Conversation; Notation; Graph; Computer science; Metric (unit); Clique; World Wide Web; Data science; Theoretical computer science; Psychology; Mathematics; Communication; Engineering; Social psychology","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":[0.007955105,0.001201024,0.001012629,0.001763938,0.01522792,0.01599928,0.003122378,0.01094977,0.01557647],"category_scores_gemma":[0.03437521,0.0008187434,0.001047137,0.001816224,0.01860752,0.021204,0.02102905,0.01715813,0.004090686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099585,"about_ca_system_score_gemma":0.002344449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615144,"about_ca_topic_score_gemma":0.002635197,"domain_scores_codex":[0.9795678,0.01586403,0.0003050708,0.001388449,0.001763256,0.001111414],"domain_scores_gemma":[0.9798233,0.01294384,0.00118993,0.001716868,0.00175065,0.002575464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001055949,0.00002890893,0.0004529787,0.0001326574,0.00002549671,0.0007048922,0.7530425,0.0001137304,0.003172434,0.2172224,0.01804208,0.006956365],"study_design_scores_gemma":[0.00006118426,0.00008838854,0.0009560658,0.0004405284,0.00004257238,0.001096252,0.3128146,0.001120457,0.001384889,0.1319558,0.5499256,0.0001136838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09710863,0.003115151,0.1293402,0.1393756,0.005339073,0.0004859615,0.0005747061,0.001060017,0.6236007],"genre_scores_gemma":[0.8862412,0.0006382847,0.01962955,0.01769551,0.001164866,0.0008058707,0.000285513,0.001403558,0.07213561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01599928,"threshold_uncertainty_score":0.05210853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911280455791382,"score_gpt":0.2477657747947476,"score_spread":0.2286529702368338,"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."}}