{"id":"W2121758918","doi":"10.1093/biosci/biu144","title":"Life in the Clouds","year":2014,"lang":"en","type":"article","venue":"BioScience","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Geography","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":[0.0004599024,0.0002166064,0.0002718362,0.0006947188,0.00338628,0.003195361,0.0003833176,0.001100833,0.01188615],"category_scores_gemma":[0.0009748552,0.0001008882,0.0001792868,0.0009985337,0.007520786,0.004483542,0.001802,0.002067597,0.001570617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004129322,"about_ca_system_score_gemma":0.003926218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03691271,"about_ca_topic_score_gemma":0.03741266,"domain_scores_codex":[0.999715,0.00005076663,0.000006496933,0.00005197816,0.00007329816,0.0001023578],"domain_scores_gemma":[0.9995649,0.00005482504,0.00004633872,0.00006512162,0.00009910901,0.0001696292],"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":[0.00003813224,0.00001321923,0.00183315,0.0000693393,0.00001264845,0.00009831868,0.002457238,0.0004613405,0.00189529,0.9348742,0.02314172,0.03510535],"study_design_scores_gemma":[0.000007055204,0.00001906524,0.004841054,0.0001410895,0.000008339139,0.00007942103,0.00294427,0.0001977559,0.0005952029,0.2974464,0.693709,0.00001136176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08469278,0.07543975,0.00553771,0.1165952,0.004507131,0.00004152065,0.000748277,0.000131372,0.7123063],"genre_scores_gemma":[0.867529,0.03397041,0.0018239,0.01338136,0.002005871,0.00002335198,0.0003691784,0.0000598344,0.08083718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03691271,"threshold_uncertainty_score":0.07339573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582353322173625,"score_gpt":0.1989002374786392,"score_spread":0.183076704256903,"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."}}