{"id":"W2084121190","doi":"10.3109/17538157.2012.678448","title":"Online conversations among Ontario university students: Environmental concerns","year":2012,"lang":"en","type":"article","venue":"Informatics for Health and Social Care","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Theme (computing); Social media; Public relations; Promotion (chess); Psychology; Sociology; World Wide Web; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001828096,0.0003270688,0.0004136283,0.001220154,0.01714446,0.005355848,0.0009395696,0.001203043,0.005774656],"category_scores_gemma":[0.004695494,0.000291457,0.000281789,0.002398347,0.003519476,0.001343347,0.002896898,0.001292495,0.0004609195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0296287,"about_ca_system_score_gemma":0.04001163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9093373,"about_ca_topic_score_gemma":0.959398,"domain_scores_codex":[0.9979353,0.0004361421,0.00007260935,0.0001699592,0.0006432952,0.0007427196],"domain_scores_gemma":[0.9948337,0.001115572,0.0005282929,0.0001065353,0.00129729,0.002118517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007293144,0.0001205833,0.07717017,0.0001856275,0.000009596229,0.000850208,0.8870253,0.00004285734,0.001486528,0.0008424805,0.006192581,0.0260011],"study_design_scores_gemma":[0.000004676396,0.00005533926,0.03997441,0.0001108925,0.00001204228,0.0001235642,0.9243857,0.00006606532,0.000345988,0.00009694519,0.03478981,0.00003458158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813028,0.0006444405,0.0001867606,0.002928381,0.00006887726,0.00006625809,0.0001935823,0.00002220477,0.0145867],"genre_scores_gemma":[0.9914652,0.000731345,0.0001692207,0.00082408,0.0000162597,0.00003596496,0.00006787006,0.00001054044,0.006679525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09066266,"threshold_uncertainty_score":0.2149722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415977007159573,"score_gpt":0.290867292126289,"score_spread":0.2767075220546932,"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."}}