{"id":"W2582503113","doi":"10.1038/nclimate3205","title":"Half full or nearly empty?","year":2017,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000207707,0.0002239139,0.0002019451,0.00003651142,0.0005561042,0.0001997154,0.0006230653,0.0003106669,0.005501856],"category_scores_gemma":[0.00009614183,0.0001743392,0.00008039726,0.00008631394,0.0001130848,0.0006377509,0.0006334144,0.0004365589,0.002008582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009334216,"about_ca_system_score_gemma":0.000002362714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002054225,"about_ca_topic_score_gemma":0.001748773,"domain_scores_codex":[0.9985631,0.00001154732,0.0001467907,0.0003957624,0.0002829133,0.000599895],"domain_scores_gemma":[0.9988927,0.00002979528,0.0001217771,0.0007878256,0.00001066877,0.0001572639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001637325,0.001012186,0.4173166,0.001130104,0.0001665141,0.003233745,0.02048529,0.00006403209,0.07478346,0.002920611,0.09491568,0.3823344],"study_design_scores_gemma":[0.001537082,0.0003772097,0.5932466,0.0002544844,0.00006856723,0.0001423175,0.0004300904,0.001415374,0.002840927,0.0003168892,0.3981087,0.001261767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448343,0.0006763048,0.00001041655,0.006029702,0.001926416,0.0005413798,0.0001190983,0.0002513603,0.04561102],"genre_scores_gemma":[0.9956867,0.0008665237,0.0003357483,0.001154888,0.0009063693,0.00007481268,0.0000309852,0.0000476302,0.0008963585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810727,"threshold_uncertainty_score":0.9987684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839810275432234,"score_gpt":0.2988843405243379,"score_spread":0.2504862377700156,"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."}}