{"id":"W6931170908","doi":"10.5281/zenodo.5041222","title":"Chapter 2.1 Status and Trends –Drivers of Change","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Biodiversity; Ecosystem; Climate change; Ecosystem services","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":[0.0008021119,0.0004887781,0.0003052727,0.002393637,0.0007157131,0.003584159,0.0005882339,0.0009311173,0.03271818],"category_scores_gemma":[0.001998501,0.0002226147,0.0004082225,0.005803024,0.0005189726,0.002150045,0.0009415169,0.001247693,0.008402137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440775,"about_ca_system_score_gemma":0.001719612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008689974,"about_ca_topic_score_gemma":0.009292129,"domain_scores_codex":[0.999398,0.000110242,0.00003691708,0.0001154571,0.0002883438,0.00005106995],"domain_scores_gemma":[0.9994301,0.0002583333,0.0000781421,0.00002946274,0.000178628,0.00002532644],"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":[0.0000531392,0.00005711713,0.0068994,0.004083685,0.00004184043,0.000150405,0.00488945,0.001603374,0.00107418,0.1654232,0.510608,0.3051162],"study_design_scores_gemma":[0.000001608476,0.00001532941,0.005345713,0.001640688,0.000009427908,0.00008714249,0.000855338,0.0001621046,0.0002225028,0.009233564,0.9824145,0.00001201817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02065956,0.2631882,0.01162399,0.05420969,0.01012671,0.0005965459,0.03999476,0.000725474,0.5988751],"genre_scores_gemma":[0.139525,0.3792726,0.02066941,0.005843285,0.009689735,0.0008760076,0.03587115,0.0007878202,0.407465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03271818,"threshold_uncertainty_score":0.1094532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0715253140114421,"score_gpt":0.2678839770560873,"score_spread":0.1963586630446452,"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."}}