{"id":"W2306419098","doi":"","title":"NgageCollab: A Gamified Platform to Foster Engagement and Collaboration Amongst Researchers","year":2014,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Public relations; Sociology; Computer science; Political 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003844709,0.001053416,0.0004765315,0.001540589,0.001554029,0.003028706,0.001919389,0.001947369,0.022713],"category_scores_gemma":[0.01206287,0.0004386228,0.0005203679,0.0007200745,0.0009384169,0.003139588,0.012073,0.001369715,0.005166851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856025,"about_ca_system_score_gemma":0.001807646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006127012,"about_ca_topic_score_gemma":0.002838331,"domain_scores_codex":[0.9978549,0.00117559,0.00007349114,0.0001589126,0.0005074444,0.0002296499],"domain_scores_gemma":[0.9930952,0.003124221,0.0002414175,0.00103949,0.0004763779,0.002023258],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003519577,0.004050208,0.01059929,0.002417027,0.0002839414,0.001465117,0.01696679,0.003766927,0.02766569,0.03389107,0.2785211,0.6168532],"study_design_scores_gemma":[0.001470773,0.002020228,0.01430929,0.001316857,0.0002598081,0.001553911,0.006917985,0.03388641,0.015469,0.1088697,0.8135095,0.000416506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2795296,0.003302625,0.4017024,0.00888453,0.004702408,0.006378252,0.003772845,0.07613625,0.2155912],"genre_scores_gemma":[0.4129428,0.001097252,0.4612778,0.002193432,0.0004002708,0.006622412,0.004518303,0.003349233,0.1075985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9961553,"threshold_uncertainty_score":0.07598257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09435327683676327,"score_gpt":0.3575930378340859,"score_spread":0.2632397609973226,"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."}}