{"id":"W3053781714","doi":"","title":"Delta Ray Road Trip: Measuring δ13C, δ18O and concentration of CO2 across Canada","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"δ13C; δ18O; Delta; Environmental science; Physical geography; Stable isotope ratio; Geology; Geography; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001040441,0.00009185779,0.0001056174,5.30752e-7,0.00007556356,0.000006592197,0.00009738428,0.0000369395,0.0003672027],"category_scores_gemma":[0.00001620885,0.00006726714,0.00001762911,0.0000454305,0.0002112349,0.0001115427,0.00009419518,0.00003508568,0.00001119031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817316,"about_ca_system_score_gemma":0.00001619902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1350732,"about_ca_topic_score_gemma":0.09436778,"domain_scores_codex":[0.9991987,0.0000200752,0.0001535052,0.000181631,0.0002334127,0.0002126143],"domain_scores_gemma":[0.9996835,0.00002105468,0.0000701567,0.0001343093,0.00000189032,0.00008908577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002830816,0.00003137543,0.8497655,0.000006958062,0.00001396638,0.000006770092,0.0003780781,0.004033963,0.02638007,0.00002638218,0.0006191534,0.1187095],"study_design_scores_gemma":[0.0008780783,0.00005046434,0.979177,0.00002319208,0.00001066984,0.000006693837,0.0002610774,0.0009396852,0.005737162,0.00003876434,0.01265674,0.0002205071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968405,0.00006009869,0.001650547,0.0001557273,0.00009139023,0.00008754385,0.00001262769,0.000009188566,0.00109238],"genre_scores_gemma":[0.9979793,0.00006844413,0.0009354911,0.00009329062,0.00001517275,0.000003572817,0.000001672499,0.000008462998,0.000894601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294115,"threshold_uncertainty_score":0.9221576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492104652706571,"score_gpt":0.1843211235813018,"score_spread":0.1778290189285953,"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."}}