{"id":"W4206081901","doi":"10.3726/b17974","title":"Breathing Earth","year":2021,"lang":"en","type":"book","venue":"Peter Lang D eBooks","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earth (classical element); Breathing; Astrobiology; Geology; Environmental science; Medicine; Physics; Anesthesia; Astronomy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005724508,0.0001824228,0.0002216221,0.0000444286,0.00008605037,0.00005353563,0.000116352,0.00009809501,0.005453463],"category_scores_gemma":[0.000003291232,0.0001513544,0.0001009403,0.000009464484,0.00005289899,0.00002439586,0.00004949444,0.0002104199,0.00122463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005792616,"about_ca_system_score_gemma":0.0000338743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004127257,"about_ca_topic_score_gemma":0.002008607,"domain_scores_codex":[0.9992043,0.00001812644,0.0001265071,0.0002505301,0.0001894169,0.0002111005],"domain_scores_gemma":[0.9996616,0.00004097549,0.00004772585,0.0001796468,0.000005264425,0.00006482496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003104756,0.00001714419,0.06728074,0.0005052758,0.0006226807,0.002711459,0.001580147,0.00007691718,0.00001779804,0.0006468215,0.1676989,0.7588111],"study_design_scores_gemma":[0.00007178813,0.00002828661,0.0129754,0.00006175003,0.00003401982,0.00003974251,0.00001280056,0.00002652861,0.00001265691,0.0005232471,0.9859838,0.0002299636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006052361,0.000942468,0.000004283658,0.00001606334,0.0002431881,0.00006264071,0.00006908112,0.00004201495,0.998015],"genre_scores_gemma":[0.002179575,0.00006058349,0.0003104281,0.000483,0.0004232851,9.061199e-7,0.0004496563,0.000008449601,0.9960841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8182849,"threshold_uncertainty_score":0.999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269813747112939,"score_gpt":0.1691001964654596,"score_spread":0.1564020589943302,"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."}}