{"id":"W2460967154","doi":"10.1057/9781137351692_2","title":"Expressing, Communicating and Discussing Suicide: Nature, Effects and Methods of Interacting through Online Discussion Platforms","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Online discussion; Data science; Computer science; World Wide Web","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":[0.003020585,0.0007331158,0.000383353,0.001189248,0.001480137,0.00429679,0.001466499,0.001265672,0.01197741],"category_scores_gemma":[0.00818801,0.0002719881,0.000592871,0.0009839638,0.001789117,0.004766272,0.003496856,0.002476493,0.002590313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007731384,"about_ca_system_score_gemma":0.0009339035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006319128,"about_ca_topic_score_gemma":0.001554537,"domain_scores_codex":[0.997279,0.001968659,0.00006192587,0.0001143802,0.0004671685,0.0001088046],"domain_scores_gemma":[0.9893785,0.009557612,0.0004036538,0.0001955156,0.00017383,0.000290957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001923177,0.001223307,0.007255591,0.002948649,0.00007698764,0.0007969567,0.2301285,0.0003361146,0.002154215,0.01691079,0.04310603,0.6948705],"study_design_scores_gemma":[0.0002198385,0.001445081,0.04061789,0.01051032,0.000233683,0.004872552,0.2108891,0.001417905,0.003413882,0.03839097,0.6877967,0.0001921484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4535948,0.07745665,0.01135641,0.01499864,0.001785835,0.0009453888,0.0005669851,0.0005844584,0.4387107],"genre_scores_gemma":[0.6982438,0.09061426,0.02792967,0.007288864,0.001599144,0.002261244,0.0007357498,0.0004495712,0.1708777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197741,"threshold_uncertainty_score":0.04006839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07869617971481074,"score_gpt":0.4242615594278814,"score_spread":0.3455653797130707,"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."}}