{"id":"W7000158152","doi":"","title":"Energy Transfer Between the Geosphere and Biosphere","year":2016,"lang":"en","type":"other","venue":"Arizona State University Library Digital Repository (Arizona State University)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosphere; Early Earth; Exergy; Glacier; Extremophile; Energy (signal processing); Primary energy; Ranking (information retrieval)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004512236,0.0007671958,0.0005989531,0.0002365736,0.0005879572,0.0002712559,0.001249313,0.0004374642,0.003893066],"category_scores_gemma":[0.000002723397,0.0006204947,0.0002830024,0.0006907324,0.001391424,0.002066715,0.00118893,0.0005207738,0.000404467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251736,"about_ca_system_score_gemma":0.0001042133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431479,"about_ca_topic_score_gemma":0.0001691206,"domain_scores_codex":[0.9969696,0.0002453194,0.0003035889,0.00118819,0.0005071472,0.0007862013],"domain_scores_gemma":[0.9981872,0.0002176624,0.0002638666,0.0007323363,0.00001426715,0.000584603],"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":[0.001472099,0.0006849297,0.05965829,0.0003086849,0.003776342,0.008694821,0.001628189,0.0001928055,0.0005454312,0.009650621,0.7548065,0.1585813],"study_design_scores_gemma":[0.001076527,0.0002261986,0.0007575853,0.0001281576,0.0001814606,0.00002124307,0.000319808,0.00001861913,0.0001659979,0.0006715643,0.9955106,0.0009222146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01952373,0.0002508293,0.001071201,0.0002440104,0.0002570822,0.0004129505,0.001404991,0.0005236903,0.9763115],"genre_scores_gemma":[0.0354946,0.001936947,0.0001018442,0.00006720637,0.0000904828,3.024307e-7,0.0001625475,0.000318545,0.9618275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2407041,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003221166099554094,"score_gpt":0.1371451481860275,"score_spread":0.1339239820864734,"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."}}