{"id":"W4248646218","doi":"10.1007/978-981-10-7847-7_8","title":"Conclusion","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Crowdsourcing; Analytics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002531334,0.0004789631,0.0003272824,0.00101016,0.00207253,0.005421264,0.00145528,0.001776825,0.2651202],"category_scores_gemma":[0.01032764,0.0001609721,0.0005741376,0.000812616,0.001376152,0.003494095,0.002456208,0.002235196,0.08678145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945178,"about_ca_system_score_gemma":0.003772236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007533913,"about_ca_topic_score_gemma":0.009231403,"domain_scores_codex":[0.997776,0.0003597116,0.00005982463,0.0004784069,0.001021595,0.000304495],"domain_scores_gemma":[0.9968954,0.0006337338,0.0001017209,0.0003992556,0.001574538,0.0003953336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001196768,0.00005859478,0.001731447,0.0003496348,0.00002232179,0.0001782738,0.001351074,0.000277846,0.000705465,0.2725475,0.5647919,0.1578664],"study_design_scores_gemma":[0.00001006018,0.0000103591,0.001004067,0.0002472436,0.00001083127,0.0000808176,0.001299614,0.00008425802,0.0005623094,0.03106019,0.9656234,0.000006885558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002248282,0.00103332,0.005421349,0.02467114,0.003418319,0.00008232859,0.001016646,0.0003063719,0.9618022],"genre_scores_gemma":[0.05053153,0.001776846,0.005662245,0.02938488,0.001143856,0.0001570891,0.002109397,0.0006147082,0.9086195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7348798,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.314498482960396,"score_gpt":0.4383297986698678,"score_spread":0.1238313157094718,"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."}}