{"id":"W1996346068","doi":"10.1126/science.1190993","title":"Signaling Through Cooperation","year":2010,"lang":"en","type":"letter","venue":"Science","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Business","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":[0.003005953,0.0004870089,0.0006567836,0.0003752905,0.001397821,0.002508482,0.001149169,0.004741582,0.005637561],"category_scores_gemma":[0.006035602,0.0003247403,0.0005937554,0.0003150681,0.003879817,0.003823364,0.002560039,0.007281584,0.003862019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241374,"about_ca_system_score_gemma":0.0006898085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004227119,"about_ca_topic_score_gemma":0.0005662584,"domain_scores_codex":[0.9975137,0.001084309,0.000103759,0.0004012788,0.0006386062,0.0002583585],"domain_scores_gemma":[0.9954833,0.00281421,0.0003574208,0.0006385407,0.0003236714,0.0003829621],"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":[0.001283046,0.0001284789,0.003614453,0.0008347362,0.0002964057,0.00862043,0.0008389283,0.001781877,0.0290397,0.4291324,0.3658875,0.1585421],"study_design_scores_gemma":[0.0005051275,0.0002128489,0.002034716,0.0002727483,0.0001298407,0.01044775,0.0005053747,0.005165068,0.01170381,0.3855392,0.5834059,0.00007760859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0440716,0.04357255,0.04625319,0.7766644,0.01550084,0.00009419756,0.0002683173,0.0005398599,0.07303504],"genre_scores_gemma":[0.7309051,0.02943996,0.008353368,0.1846853,0.02056403,0.000258628,0.000137849,0.0001024893,0.0255533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005637561,"threshold_uncertainty_score":0.01885951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059709405976529,"score_gpt":0.2439601865718993,"score_spread":0.233363092512134,"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."}}