{"id":"W6910912446","doi":"10.5061/dryad.d6f6q7p","title":"Data from: Species interactions mediate thermal evolution","year":2019,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Daphnia pulex; Daphnia; Population; Experimental evolution; Phenotypic plasticity; Evolutionary ecology; Natural selection; Selection (genetic algorithm)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002332147,0.001141769,0.001435156,0.001489966,0.00135684,0.004250829,0.002042982,0.00388249,0.5418398],"category_scores_gemma":[0.01122352,0.0005631695,0.001091834,0.002763597,0.000855676,0.002144231,0.002608903,0.002116245,0.2515936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911049,"about_ca_system_score_gemma":0.002202032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281676,"about_ca_topic_score_gemma":0.003065,"domain_scores_codex":[0.9981261,0.0002571118,0.0003347277,0.0004076286,0.0007028538,0.0001716678],"domain_scores_gemma":[0.991604,0.002835374,0.001013771,0.001046843,0.002492957,0.001006995],"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":[0.005268089,0.0006918336,0.01825882,0.01088334,0.0008237892,0.0005140672,0.0005411053,0.0007739147,0.007841935,0.005853968,0.7893661,0.1591831],"study_design_scores_gemma":[0.001067994,0.0003970702,0.07515342,0.002065445,0.000412007,0.0002648895,0.0004033875,0.0008138086,0.002819004,0.005631957,0.9108487,0.0001223409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03332843,0.0124143,0.005504972,0.02944485,0.01564599,0.001006915,0.5383515,0.00389513,0.3604079],"genre_scores_gemma":[0.2189165,0.0223184,0.009923146,0.0170529,0.004726463,0.002623296,0.4120772,0.001661011,0.3107012],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5418398,"threshold_uncertainty_score":0.6535099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451697012826261,"score_gpt":0.2601262651481728,"score_spread":0.2256092950199102,"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."}}