{"id":"W6988049024","doi":"","title":"Volume 44 - 2013, 2014, 2015 & 2016: FOUR YEARS OF EARTH SCIENCE INFORMATION: Exploring Data, Access, and More - Proceedings of the 48th, 49th, 50th, and 51st Meetings of the Geoscience Information Society","year":2017,"lang":"en","type":"other","venue":"OakTrust (Texas A&M University Libraries)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Solid earth; Earth (classical element); Earth system science; Earth observation","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":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00119503,0.0003979659,0.0005626695,0.0005245706,0.0007878068,0.0006643946,0.005486727,0.0003030013,0.0001924564],"category_scores_gemma":[0.0003712052,0.0003280925,0.000132031,0.001206594,0.007343648,0.0334517,0.00745494,0.0004547464,0.0000613902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006456867,"about_ca_system_score_gemma":0.001196461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949396,"about_ca_topic_score_gemma":0.0001921619,"domain_scores_codex":[0.9970858,0.00004123156,0.0004779617,0.0004821031,0.001432076,0.0004808886],"domain_scores_gemma":[0.9947732,0.00005472781,0.003051851,0.00148626,0.0004520569,0.0001818853],"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":[0.00007130772,0.00003787851,0.03587167,0.0009929989,0.0001231285,3.253452e-7,0.005167957,0.0000161746,0.0001734659,0.00357015,0.9516605,0.002314472],"study_design_scores_gemma":[0.0007234362,0.00002524719,0.08152953,0.0008423511,0.0001481045,0.000008061703,0.001614598,0.0003662583,0.0002803483,0.00005074002,0.9140305,0.0003808386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.360481,0.001176009,0.0003582708,0.002731695,0.002471183,0.006354833,0.01723913,0.0006447166,0.6085431],"genre_scores_gemma":[0.2301882,0.02368193,0.03731196,0.0008820539,0.001034257,0.00002412111,0.001443091,0.001263323,0.704171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1302928,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483706152829259,"score_gpt":0.2266576427270134,"score_spread":0.1918205811987209,"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."}}