{"id":"W6931831324","doi":"10.5281/zenodo.8102653","title":"Evolutionary dynamics of dispersal and local adaptation in multi-resource landscapes","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Articular cartilage damage; Population; Tubulopathy; Demotion; TSG101; Pretext","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001304601,0.0001173636,0.0001534259,0.0003268814,0.000105863,0.00005629181,0.000218266,0.0001059587,0.002138129],"category_scores_gemma":[0.00007044544,0.0001300169,0.00002579638,0.0002488828,0.00007043834,0.000046804,0.0001503664,0.000170772,0.0006547649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168618,"about_ca_system_score_gemma":0.000001530448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006752453,"about_ca_topic_score_gemma":0.00006749418,"domain_scores_codex":[0.9992548,0.00007966677,0.000168743,0.0001765861,0.0001592836,0.0001608886],"domain_scores_gemma":[0.9996788,0.00001507656,0.00004450176,0.0001553779,0.00004553558,0.00006070472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005071008,0.0001767923,0.00002802051,0.0006334201,0.0001976661,0.0000300098,0.001779494,0.1229902,0.00008293217,0.006198915,0.5224931,0.3453389],"study_design_scores_gemma":[0.0005266129,0.00002949316,0.0003650523,0.00009920393,0.000008946114,0.000009196772,0.0004300883,0.6168821,0.000001178081,0.00001082531,0.3815206,0.0001166626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002577653,0.001141489,0.485234,0.0003480659,0.0002707241,0.001024795,0.0008163191,0.005465193,0.5054417],"genre_scores_gemma":[0.8695157,0.001752587,0.001889027,0.00004978484,0.0003396818,4.12548e-7,0.006332918,0.03191368,0.08820625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8692579,"threshold_uncertainty_score":0.9987741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685463169889109,"score_gpt":0.2070446245895547,"score_spread":0.1901899928906636,"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."}}