{"id":"W6910927401","doi":"10.5065/d67942vr","title":"Alexandra Fiord Dry Tundra Ecosystem. Version 1.0","year":2007,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Humanities and Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Snowmelt; Fjord; Snow; Permafrost; Atmosphere (unit); Meltwater; Arctic; Carbon dioxide","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002641795,0.0002261684,0.0004137623,0.000122818,0.002186958,0.001381707,0.002421632,0.0005038754,0.06531967],"category_scores_gemma":[0.000186343,0.000214797,0.0001246065,0.0003377496,0.0004672806,0.0005491522,0.0005072615,0.0003311521,0.006268356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197475,"about_ca_system_score_gemma":0.0008661547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04051811,"about_ca_topic_score_gemma":0.3815004,"domain_scores_codex":[0.9972566,0.0002833901,0.000354967,0.0004979307,0.0009636485,0.0006434098],"domain_scores_gemma":[0.9987554,0.0002354762,0.0002818373,0.0003549072,0.0001114606,0.0002609097],"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":[0.000008870549,0.00003137078,0.00001111897,0.000009766707,0.0000138259,0.0000313049,0.00424954,2.241456e-7,2.213536e-7,0.0000632511,0.9862831,0.009297356],"study_design_scores_gemma":[0.0001324851,0.00004757603,0.00001358186,0.00009605707,0.00003518092,3.634585e-7,0.01993817,4.162513e-7,0.000002040859,0.0000557554,0.9793706,0.0003077514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000937523,0.0001027775,8.610286e-7,0.0002600896,0.00189629,0.0005514167,0.7593665,0.000003159565,0.2368814],"genre_scores_gemma":[0.000540244,0.0009876448,0.0002633561,0.0002683332,0.002684389,0.00002078974,0.9384013,0.0000184431,0.05681544],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3409823,"threshold_uncertainty_score":0.9996549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541860270169866,"score_gpt":0.3857173670306696,"score_spread":0.310298764328971,"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."}}