{"id":"W4240114103","doi":"10.1002/cey2.42","title":"Cover Image, Volume 2, Number 1, March 2020","year":2020,"lang":"en","type":"paratext","venue":"Carbon Energy","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Cover (algebra); Environmental science; Storm; Lithium (medication); Engineering; Waste management; Environmental engineering; Geography; Meteorology; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002984019,0.0003618249,0.0003999346,0.00005968996,0.00003629684,0.000103217,0.0002211724,0.0003928803,0.02595079],"category_scores_gemma":[0.00001509267,0.0004085863,0.0001218496,0.0002882691,0.00003772439,0.0001130504,0.00004061026,0.0004454408,0.02347614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009486002,"about_ca_system_score_gemma":0.0001024771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006098676,"about_ca_topic_score_gemma":0.00001253503,"domain_scores_codex":[0.9987385,0.00003178918,0.0003318916,0.0003507666,0.0002604746,0.0002865568],"domain_scores_gemma":[0.9993767,0.0000247874,0.00006675788,0.0002507886,0.0001026903,0.0001782777],"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":[0.000007562017,0.000008771927,0.000001083385,0.0001712205,0.00005315299,0.00001879091,0.00002680121,0.007883405,0.001179768,0.00008150839,0.9896653,0.00090261],"study_design_scores_gemma":[0.0001487752,0.00001010704,0.000007590076,0.00002502092,0.00002329787,0.00001523223,0.000009038336,0.03951849,0.00145744,0.00002175339,0.9583457,0.0004176233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004800735,0.002617281,0.003367504,0.0002783364,0.003142477,0.0000546593,0.00007875195,0.0002998346,0.9901131],"genre_scores_gemma":[0.03135557,0.004589725,0.0001527109,0.0007028428,0.00197219,0.00007685093,0.0008654926,0.0001815554,0.960103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03163509,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008110564685731288,"score_gpt":0.2382084597044654,"score_spread":0.2300978950187341,"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."}}