{"id":"W2547506844","doi":"10.1594/pangaea.816875","title":"Physical, chemical and biological characteristics of disturbed and undisturbed Arctic lakes, Northwest Territories","year":2006,"lang":"en","type":"dataset","venue":"Figshare","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Geography; Physical geography; Oceanography; The arctic; Environmental science; Ecology; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001720313,0.0002031156,0.0003434763,0.0000136871,0.000114068,0.00001862786,0.0001732471,0.0002230483,0.006661765],"category_scores_gemma":[0.0002358865,0.0001588064,0.00004211995,0.00005294042,0.0002927867,0.00004097155,0.0007085041,0.000206522,0.0001841543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003484187,"about_ca_system_score_gemma":0.000003999718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009079387,"about_ca_topic_score_gemma":0.002632574,"domain_scores_codex":[0.9992438,0.00002393238,0.0001331777,0.0003212665,0.0001077481,0.0001700584],"domain_scores_gemma":[0.9995011,0.0001489591,0.0001395419,0.0001455333,0.00001051216,0.00005434788],"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":[0.00001057456,0.0000902602,0.0586483,0.0001544771,0.00001992699,0.00001538198,0.00001833997,1.95068e-8,0.00001495986,1.463475e-7,0.94098,0.00004763532],"study_design_scores_gemma":[0.00009607925,0.0000639565,0.4779512,0.00009690849,0.00003428926,0.000004131042,0.000007199783,4.306587e-7,0.00002007454,0.00001163912,0.5215554,0.0001586918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.081265,0.00004482541,2.678063e-9,0.00002161275,0.00003261261,0.0001078412,0.9185055,0.000008995377,0.00001360561],"genre_scores_gemma":[0.07023014,0.00002186215,0.000006534163,0.00003683081,0.0001062754,0.00001703236,0.9295613,0.000002687108,0.00001738207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4194246,"threshold_uncertainty_score":0.9942463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439527796415012,"score_gpt":0.2098718410327036,"score_spread":0.1954765630685534,"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."}}