{"id":"W6948756660","doi":"10.5065/d6416v5c","title":"Proceedings of the International Conferences on Permafrost 1963-2008, Version 1.0","year":2010,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"American Water (Canada)","funders":"","keywords":"Permafrost; Set (abstract data type); Data set","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00004544194,0.0002585904,0.0002357019,0.0001133883,0.0001092833,0.0005112006,0.001131711,0.0002743326,0.03210468],"category_scores_gemma":[0.00004809478,0.0001604592,0.0001552837,0.0001556542,0.0002197842,0.0006055595,0.0001450869,0.0005005295,0.003653508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003027566,"about_ca_system_score_gemma":0.0001296178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001477256,"about_ca_topic_score_gemma":0.000242137,"domain_scores_codex":[0.9986979,0.000005823693,0.0002782828,0.0003092666,0.0004807875,0.0002278951],"domain_scores_gemma":[0.9992998,0.0001104428,0.0002340064,0.0001952043,0.00003959566,0.0001209784],"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":[0.00006200364,0.00002679103,0.1157438,0.00005511938,0.000013477,0.000003843823,0.000006802522,5.534543e-7,0.00001028446,0.00000450514,0.883644,0.0004287987],"study_design_scores_gemma":[0.0001343771,0.00006457456,0.01045179,0.000146886,0.00001457632,0.00001385504,0.00004830022,0.00002682782,0.0001523615,0.0001239447,0.988619,0.0002035461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01811988,0.0000619586,6.804183e-9,0.0007317216,0.001028495,0.000155058,0.9586184,0.00002318259,0.02126133],"genre_scores_gemma":[0.004295702,0.0001856934,0.000002103297,0.0008679738,0.000557045,0.000001417061,0.9936939,0.000007330741,0.0003887672],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.105292,"threshold_uncertainty_score":0.9971223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493273479263191,"score_gpt":0.1957779620496398,"score_spread":0.1808452272570079,"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."}}