{"id":"W1919241280","doi":"10.1126/science.1080776","title":"Social Slime Molds Meet Their Match","year":2003,"lang":"en","type":"letter","venue":"Science","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Slime mold; Biology; Gene; Computational biology; Set (abstract data type); Encoding (memory); Computer science; Evolutionary biology; Genetics; Neuroscience; Cell biology; Programming language","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":[0.0004052756,0.0002383558,0.0002282899,0.0002537674,0.0002456685,0.0002051768,0.001019448,0.0003303283,0.0002690848],"category_scores_gemma":[0.00002962663,0.000204602,0.00008839206,0.000783392,0.0004544799,0.0001595226,0.0001037008,0.0009174863,0.000304884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746065,"about_ca_system_score_gemma":0.000162416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007996468,"about_ca_topic_score_gemma":0.000001627115,"domain_scores_codex":[0.9977361,0.00002760186,0.0001526014,0.0003840175,0.0007887545,0.0009109057],"domain_scores_gemma":[0.9994148,0.00004532544,0.00002107278,0.0003634518,0.00007892961,0.00007643559],"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":[3.144889e-7,0.000002378875,0.00003937591,0.0000540432,0.000009880699,0.0000487435,0.0001657846,0.00001991542,0.004039748,0.00005435442,0.9941224,0.001443083],"study_design_scores_gemma":[0.00006802326,0.00001144289,0.0002037184,0.00001610224,0.000004759392,0.00001456162,0.0000298835,0.0004318388,0.006022427,0.000512229,0.9923877,0.0002973286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03802791,0.002601192,0.00006634265,0.4969233,0.006361189,0.001089418,0.0001989019,0.001612466,0.4531193],"genre_scores_gemma":[0.4387324,0.000303781,0.001055708,0.5234699,0.01050107,0.0001821876,0.00007709724,0.0003658929,0.02531207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4278073,"threshold_uncertainty_score":0.8343428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497231173173198,"score_gpt":0.2628630689786015,"score_spread":0.2378907572468695,"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."}}