{"id":"W4401242701","doi":"10.1139/as-2024-0019","title":"Longyearbyen CO<sub>2</sub> lab project—from a vision of a CO<sub>2</sub>-neutral Svalbard to a geoscience data eldorado","year":2024,"lang":"en","type":"article","venue":"Arctic Science","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Earth science; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001436213,0.0003822535,0.0003459468,0.00007866311,0.0004083826,0.0002766017,0.002589954,0.0001074105,0.000118324],"category_scores_gemma":[0.0002086162,0.000339559,0.00009570667,0.002454692,0.002932566,0.001788028,0.00211693,0.0003353915,0.001112042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006561773,"about_ca_system_score_gemma":0.0002361314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877143,"about_ca_topic_score_gemma":0.0002610085,"domain_scores_codex":[0.9948453,0.00008167093,0.000519997,0.001901682,0.001647045,0.001004286],"domain_scores_gemma":[0.9976435,0.0001837284,0.0001397944,0.001563802,0.00001738879,0.0004518174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004214666,0.0001986254,0.01657001,0.00003702854,0.00001353095,0.00006751473,0.001416643,0.003770193,0.9314471,0.00008344818,0.001149347,0.04520433],"study_design_scores_gemma":[0.0008091685,0.001252949,0.3559926,0.0006087204,0.000146928,0.0001925902,0.001480288,0.2359484,0.3939061,0.001571096,0.006268666,0.001822448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893528,0.00008353618,0.007999177,0.0004302227,0.000421698,0.0006476258,0.0001013734,0.0001164859,0.000847039],"genre_scores_gemma":[0.9884477,0.0001550064,0.01066928,0.0004823029,0.00006152542,0.00003250688,0.00002510081,0.0000388373,0.000087789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537541,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686793103081782,"score_gpt":0.2744940497070954,"score_spread":0.2576261186762776,"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."}}