{"id":"W2262294253","doi":"10.21100/msor.v14i2.291","title":"What makes a successful outreach kit?","year":2016,"lang":"en","type":"article","venue":"MSOR Connections","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Outreach; Session (web analytics); Ethnic group; Medical education; Order (exchange); Psychology; Computer science; Medicine; Political science; World Wide Web; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01211632,0.001236144,0.0006002505,0.002375794,0.008827022,0.01393386,0.003489836,0.00790289,0.0583364],"category_scores_gemma":[0.03935444,0.0009795509,0.000708342,0.001155513,0.00365248,0.01667226,0.008359794,0.003966032,0.01805023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331605,"about_ca_system_score_gemma":0.01298368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177086,"about_ca_topic_score_gemma":0.00738719,"domain_scores_codex":[0.9835727,0.008318032,0.0004002039,0.001079391,0.003511248,0.003118525],"domain_scores_gemma":[0.9590163,0.007746473,0.003187912,0.001652626,0.006961366,0.02143529],"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":[0.0002882139,0.00447377,0.05521984,0.004509624,0.0001257804,0.007472881,0.03217945,0.0006818799,0.003348712,0.04322752,0.2466433,0.6018291],"study_design_scores_gemma":[0.0001356578,0.001563333,0.08763611,0.006382522,0.0001466784,0.005925643,0.2516056,0.001306849,0.003787355,0.03378385,0.6073605,0.0003658844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2730167,0.005691255,0.01895143,0.3588109,0.01019685,0.003543574,0.0007185783,0.003115569,0.3259551],"genre_scores_gemma":[0.8399947,0.004547839,0.04515642,0.02239475,0.001218221,0.001960006,0.0005499484,0.0007233324,0.08345477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0583364,"threshold_uncertainty_score":0.1951547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572165436254223,"score_gpt":0.3638489412692096,"score_spread":0.3181272869066674,"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."}}