{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002755635,0.0001350969,0.00009434607,0.00002912567,0.0002095839,0.0001308751,0.0004981454,0.0007554529,0.00003384198],"category_scores_gemma":[0.00003545768,0.0001178963,0.00004535334,0.0001231222,0.0003855771,0.000007129486,0.0001422359,0.000923186,0.00004650258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023212,"about_ca_system_score_gemma":0.0002843969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004329775,"about_ca_topic_score_gemma":0.000004991385,"domain_scores_codex":[0.9990141,0.000009288558,0.0001595087,0.0003135821,0.0002012667,0.0003021936],"domain_scores_gemma":[0.9993491,0.000004837006,0.00009088573,0.0004065298,0.0001189442,0.00002971493],"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":[0.000001744941,0.000002954136,0.000003633622,0.00001341465,0.000005320405,0.000003083305,0.00004594935,0.00004969587,0.3137731,0.00005462883,0.6846966,0.001349974],"study_design_scores_gemma":[0.00005445967,0.00003953562,0.000002750157,0.000009140206,0.000005072698,0.00001275227,0.00000448831,0.0002041869,0.04454719,0.000265654,0.9546803,0.0001744651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06076456,0.002811796,0.1020965,0.7447209,0.01456408,0.001765764,0.0001854539,0.0001281899,0.07296275],"genre_scores_gemma":[0.02832536,0.00008728396,0.008963766,0.9503445,0.007653471,0.00001623516,0.0005141812,0.00003120047,0.004064017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2699838,"threshold_uncertainty_score":0.5826744,"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."}}