{"id":"W6929451717","doi":"10.5061/dryad.5164v","title":"Data from: Decreases in beetle body size linked to climate change and warming temperatures","year":2017,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bergmann's rule; Interspecific competition; Abiotic component; Ground beetle; Climate change; Voltinism; Ecosystem; Ectotherm","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":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0009172763,0.0005371361,0.0009457831,0.0001026637,0.0006019685,0.000389036,0.00213035,0.0001907423,0.00006092064],"category_scores_gemma":[0.0004130369,0.0004293341,0.00003150572,0.000127677,0.0001342863,0.0007001316,0.008313668,0.000955173,0.00003315672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001819274,"about_ca_system_score_gemma":0.00003965174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01504893,"about_ca_topic_score_gemma":0.02715752,"domain_scores_codex":[0.99683,0.0002236678,0.000462218,0.001437455,0.0003355252,0.0007110855],"domain_scores_gemma":[0.9940348,0.001966125,0.000293363,0.003157495,0.00002458195,0.0005236833],"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":[0.001776785,0.0003050586,0.01592585,0.003245739,0.000579309,0.0008746554,0.0008631723,0.00000108698,0.0002444234,0.000001268104,0.9619668,0.01421583],"study_design_scores_gemma":[0.0009323269,0.0001009659,0.0762229,0.00383624,0.0008567707,0.00004643302,0.0002465414,0.004792756,0.000001252018,0.00002079601,0.9124783,0.0004646857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04561472,0.01221345,0.000001082439,0.001085132,0.000342285,0.000643609,0.9399513,0.00004123248,0.0001071592],"genre_scores_gemma":[0.01060922,0.06387093,0.0004986808,0.002717827,0.001959745,0.00004097683,0.9202449,0.00004055867,0.00001711887],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06029704,"threshold_uncertainty_score":0.9998158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206678200881847,"score_gpt":0.3980582931194203,"score_spread":0.2773904730312357,"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."}}