{"id":"W2503131648","doi":"10.1057/9780230281950_5","title":"Geosphere-Atmosphere-Biosphere Integration","year":2010,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geologist; Biosphere; Harmony (color); Atmosphere (unit); Acritarch; Earth science; Harmony with nature; Order (exchange); History; Astrobiology; Environmental ethics; Geology; Paleontology; Geography; Ecology; Philosophy; Meteorology; Art; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003422523,0.0005105335,0.0002741887,0.0006543779,0.0009286281,0.00425361,0.0004541674,0.001320326,0.03025694],"category_scores_gemma":[0.0004645594,0.0002277371,0.0001742262,0.001376893,0.002856992,0.003503219,0.002513604,0.002891963,0.007426344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685211,"about_ca_system_score_gemma":0.00151529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006036019,"about_ca_topic_score_gemma":0.01170574,"domain_scores_codex":[0.9998004,0.00006345324,0.00000719644,0.00003451775,0.00007056357,0.00002395222],"domain_scores_gemma":[0.9998697,0.00005154928,0.000007217862,0.00002544283,0.00002707706,0.00001895642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004896558,0.000008248805,0.0001160284,0.0001560003,0.000007606899,0.00007028006,0.002129887,0.0002527498,0.0001914463,0.7345017,0.1734546,0.08910659],"study_design_scores_gemma":[9.251502e-7,0.000002167595,0.0001818496,0.00008904952,0.000001444079,0.00005016958,0.0002782322,0.00003978965,0.00004062438,0.05287311,0.9464406,0.000001955266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001096091,0.05002649,0.005280148,0.01070262,0.002402402,0.00002080387,0.0002089157,0.0002244849,0.9300381],"genre_scores_gemma":[0.08724142,0.0507432,0.007074629,0.006443459,0.001848504,0.00009921348,0.0005124021,0.0005469937,0.8454902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03025694,"threshold_uncertainty_score":0.1012195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680265432533826,"score_gpt":0.2237095830378318,"score_spread":0.2069069287124935,"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."}}