{"id":"W6906701185","doi":"10.17632/jyzb8xmdhj","title":"Stenert_et_al_GCB_gcb.15367_Data_repository","year":2020,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Temperate climate; Subtropics; Habitat; STREAMS; Invertebrate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104913,0.001155196,0.00134834,0.004081606,0.0009358261,0.002991486,0.003446191,0.001932221,0.2403144],"category_scores_gemma":[0.00783457,0.0009414115,0.0007565586,0.01248117,0.0005034836,0.001817337,0.001977592,0.001941281,0.1378784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376051,"about_ca_system_score_gemma":0.004971486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.129235,"about_ca_topic_score_gemma":0.1098468,"domain_scores_codex":[0.9990633,0.0001102657,0.0001104276,0.0002533099,0.0003291261,0.0001336022],"domain_scores_gemma":[0.9963617,0.001146375,0.0003123568,0.000584839,0.00131525,0.0002795532],"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":[0.00002945743,0.000010499,0.0008646767,0.0005151202,0.00002650571,0.00001118888,0.00003975853,0.0004578097,0.0000731477,0.001353713,0.99258,0.004038094],"study_design_scores_gemma":[0.0001156393,0.000004862414,0.002673285,0.0003184546,0.00002251593,0.00001073702,0.00008147008,0.0003881882,0.0002209783,0.001403131,0.9947335,0.00002722698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006627275,0.00003174481,0.00006951951,0.0000592846,0.00001692038,0.000007632142,0.9982097,0.0003228969,0.001215965],"genre_scores_gemma":[0.001018635,0.0001115604,0.0005748992,0.00008293819,0.00001074221,0.000173777,0.996172,0.0005128452,0.001342536],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2403144,"threshold_uncertainty_score":0.8039317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319301700998803,"score_gpt":0.3302816874324855,"score_spread":0.1983515173326052,"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."}}