{"id":"W4388572559","doi":"10.1002/vzj2.20292","title":"Quantitative analysis of diurnal CO <sub>2</sub> flux variations above an alkaline playa","year":2023,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; Arcadis (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Canada Foundation for Innovation","keywords":"Atmosphere (unit); Carbon dioxide; Carbonate; Flux (metallurgy); Atmospheric sciences; Daytime; Chemistry; Limiting; Bicarbonate; Diurnal temperature variation; Environmental science; Environmental chemistry; Mineralogy; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00063179,0.0001211805,0.0002287686,0.0004232654,0.0003330126,0.00006580062,0.0001834866,0.00006498587,0.008477973],"category_scores_gemma":[0.0001348747,0.0001063857,0.0001904009,0.001725481,0.000112214,0.000475484,0.00004752549,0.0003010743,0.0008834959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039869,"about_ca_system_score_gemma":0.00003998568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442562,"about_ca_topic_score_gemma":0.001209804,"domain_scores_codex":[0.9985192,0.0001744435,0.0004764665,0.0001889248,0.0004049991,0.0002359388],"domain_scores_gemma":[0.9990931,0.0001579995,0.0003295779,0.0001782579,0.00006457414,0.0001765527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001688831,0.0007436397,0.03636363,0.000003536795,0.001244028,0.00012423,0.004436516,0.1881417,0.7401223,0.003902473,0.01694162,0.007807457],"study_design_scores_gemma":[0.0006925271,0.0006533807,0.7160438,0.00001657294,0.0007222167,0.000139822,0.001704519,0.2643291,0.009438976,0.001506457,0.004432644,0.0003200108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680846,0.000006118424,0.02774228,0.0006208982,0.0002326409,0.00007343654,0.00006046854,0.00004356807,0.00313601],"genre_scores_gemma":[0.9968851,0.00006999989,0.001851266,0.0001455809,0.00006966203,0.000004638936,0.0001068129,0.000008279626,0.0008586608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7306833,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893726610011564,"score_gpt":0.314206312156968,"score_spread":0.2852690460568524,"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."}}