{"id":"W2340036292","doi":"10.1126/science.352.6283.378","title":"Orchestrating a powerful group","year":2016,"lang":"en","type":"article","venue":"Science","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security","funders":"","keywords":"Teamwork; Group (periodic table); Psychology; Test (biology); Mathematics education; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01005628,0.001528851,0.0006277813,0.002241575,0.0152826,0.01091223,0.003283963,0.003018026,0.03364831],"category_scores_gemma":[0.01860218,0.0009761801,0.001158997,0.001088156,0.0134699,0.01227173,0.02860355,0.005218897,0.01233512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201901,"about_ca_system_score_gemma":0.005925292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854153,"about_ca_topic_score_gemma":0.004759241,"domain_scores_codex":[0.9864172,0.007818881,0.000325719,0.001946246,0.001711015,0.001780931],"domain_scores_gemma":[0.9885054,0.002983486,0.001009082,0.002048802,0.001316553,0.004136713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003043458,0.0002675429,0.006446559,0.000620264,0.0001505508,0.002394823,0.2155877,0.002404615,0.008322169,0.4545619,0.1617072,0.1472324],"study_design_scores_gemma":[0.00004375036,0.0001394414,0.0009233954,0.0003765869,0.00005019914,0.0005176293,0.04069401,0.001879599,0.001359847,0.1078155,0.8461196,0.00008052843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0667014,0.002496853,0.3746651,0.04299526,0.005460759,0.001344238,0.0003048436,0.005082125,0.5009494],"genre_scores_gemma":[0.6495358,0.001453472,0.1418294,0.009439074,0.001133446,0.002048581,0.0005743764,0.00308451,0.1909014],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03364831,"threshold_uncertainty_score":0.1125648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763540251493876,"score_gpt":0.2979701171111059,"score_spread":0.2803347145961671,"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."}}