{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413763,0.0005821624,0.0006549612,0.0002366025,0.001898871,0.002159243,0.0007848978,0.01134036,0.004621672],"category_scores_gemma":[0.00452491,0.0003408639,0.00052938,0.0001292996,0.002712558,0.00214747,0.001224793,0.01211065,0.004433843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189707,"about_ca_system_score_gemma":0.0005425928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166066,"about_ca_topic_score_gemma":0.002362008,"domain_scores_codex":[0.9992951,0.0001986706,0.00004603616,0.0001180309,0.0002401751,0.0001020566],"domain_scores_gemma":[0.9978389,0.001096705,0.0001290353,0.0001965087,0.0003493312,0.000389457],"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":[0.0002478395,0.00004550919,0.001070127,0.000173379,0.00005847632,0.002577848,0.000254444,0.0001592955,0.005931223,0.02303566,0.9157917,0.05065447],"study_design_scores_gemma":[0.0001183504,0.00008661605,0.0009806422,0.00009548915,0.00002316786,0.002783126,0.0005198095,0.0004054882,0.002264931,0.02573271,0.9669533,0.0000362988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004480477,0.01278863,0.001113117,0.9468722,0.0246467,0.0000218805,0.00005586231,0.0001154723,0.009905581],"genre_scores_gemma":[0.07855447,0.01295218,0.001176177,0.8335726,0.03499827,0.00008511489,0.00007032161,0.00005685462,0.038534],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01134036,"threshold_uncertainty_score":0.01546109,"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."}}