{"id":"W7070444781","doi":"","title":"Performance standards and biodiversity no net loss commitments: An assessment of status and implementation gaps in Norway","year":2024,"lang":"en","type":"report","venue":"Duo Research Archive (University of Oslo)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Agency (philosophy); Renewable energy; Norwegian; White paper; Hierarchy; Work (physics)","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":[0.002178036,0.0001622855,0.0003980357,0.0007170522,0.0002682607,0.00006330796,0.0002597483,0.00008510784,0.00102394],"category_scores_gemma":[0.00005537392,0.0001796605,0.00005625162,0.0002363256,0.0007317069,0.0004381111,0.000741036,0.0005171648,0.00001366421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251077,"about_ca_system_score_gemma":0.001277174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0271944,"about_ca_topic_score_gemma":0.01703356,"domain_scores_codex":[0.9972448,0.0003521847,0.0002384236,0.0004662077,0.001294554,0.0004037729],"domain_scores_gemma":[0.9982987,0.0002001488,0.000180217,0.0002726084,0.0008576877,0.0001906166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00157696,0.001274715,0.6148018,0.010221,0.0005610537,0.0007217983,0.02401632,0.0001234882,0.2372394,0.001516392,0.08178968,0.02615736],"study_design_scores_gemma":[0.002125259,0.002486058,0.9006636,0.00100999,0.0001303329,0.00002453846,0.0164851,0.002215069,0.001001288,0.0005748151,0.07276198,0.0005219784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809392,0.0001374778,0.00004118266,0.0001193196,0.0001613712,0.0004005355,0.007575808,0.000009747367,0.01061536],"genre_scores_gemma":[0.9877954,0.00964275,0.001339878,0.000004314884,0.00002826943,0.000001874189,0.0005131296,0.00001051868,0.0006638541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2858618,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129265940600148,"score_gpt":0.3960664863211588,"score_spread":0.3447738269151573,"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."}}