{"id":"W7073628428","doi":"","title":"Sustainability Nexus AID: landslides and land subsidence","year":2024,"lang":"en","type":"other","venue":"Apollo (University of Cambridge)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Global Affairs Canada; Bundesministerium für Bildung und Forschung","keywords":"Nexus (standard); Sustainability; Christian ministry; Constructive; Landslide; Government (linguistics); Sustainable development","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000125513,0.0001435481,0.0002596033,0.0001026728,0.00007359205,0.00003828167,0.0002557707,0.0001328332,0.0006184672],"category_scores_gemma":[0.00002231671,0.0001441298,0.00005943467,0.0001158714,0.0003231913,0.00007573951,0.0002193712,0.00009615268,0.0003013959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004287373,"about_ca_system_score_gemma":0.0001116535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191401,"about_ca_topic_score_gemma":0.001611532,"domain_scores_codex":[0.9991958,0.00002944583,0.00008247214,0.0003604506,0.0001493913,0.0001824702],"domain_scores_gemma":[0.9994089,0.00002880636,0.0001000274,0.0003295705,0.00005384606,0.00007884775],"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":[0.00003964787,0.00004870078,0.001157107,0.001409749,0.00004827046,0.00007526808,0.0006008354,0.000002486541,0.002511697,0.009303321,0.9838589,0.0009439919],"study_design_scores_gemma":[0.0003270072,0.00005485964,0.001657176,0.0002450265,0.0001304202,0.00001287042,0.002314587,0.00004627419,0.0003047828,0.0007485921,0.9938474,0.0003109454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2223827,0.009420171,0.001177475,0.005201582,0.0006248685,0.001196766,0.000917117,0.0007197502,0.7583596],"genre_scores_gemma":[0.2761729,0.0003151895,0.000446109,0.00002314535,0.00006498742,9.323169e-7,0.0000116353,0.00007218892,0.7228929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05379018,"threshold_uncertainty_score":0.9946657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007342775158012566,"score_gpt":0.2022503139177338,"score_spread":0.1949075387597212,"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."}}