{"id":"W3015418141","doi":"10.1016/j.patter.2020.100020","title":"The First Piece of the Pattern","year":2020,"lang":"en","type":"letter","venue":"Patterns","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Subject (documents); Computer science; Geolocation; Data science; Honor; Blessing; Internet privacy; World Wide Web; History; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002802883,0.001174476,0.0009123916,0.002750378,0.004799144,0.01233589,0.002544444,0.004045373,0.1528574],"category_scores_gemma":[0.02594784,0.000827775,0.001426854,0.004630856,0.00398621,0.01391372,0.005356237,0.007313502,0.08787619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387511,"about_ca_system_score_gemma":0.003763076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525866,"about_ca_topic_score_gemma":0.009139005,"domain_scores_codex":[0.9956983,0.0007879103,0.0003291109,0.001001329,0.001826112,0.0003571889],"domain_scores_gemma":[0.989727,0.001912863,0.0005074715,0.00328898,0.00366541,0.0008983724],"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":[0.00004118869,0.00001174731,0.000321304,0.0001204309,0.00001245371,0.00008327759,0.0003831012,0.00005200784,0.0001746277,0.03242609,0.9212701,0.04510368],"study_design_scores_gemma":[0.000004676762,0.000006933295,0.0002375286,0.00009789115,0.00000391022,0.0001327821,0.0001849178,0.00006651974,0.00008569274,0.008053759,0.991116,0.000009360542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002603444,0.01151923,0.04207611,0.3225489,0.121287,0.0002914166,0.008951684,0.005231126,0.4854911],"genre_scores_gemma":[0.03474764,0.009824852,0.03179593,0.08795468,0.03370482,0.0004992178,0.01006561,0.00749441,0.7839128],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1528574,"threshold_uncertainty_score":0.5113591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05829508934462392,"score_gpt":0.2480636330193945,"score_spread":0.1897685436747705,"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."}}