{"id":"W6955200321","doi":"10.57757/iugg23-2192","title":"Radiative forcing pattern and its change controlled by forcing agents and environmental factors","year":2023,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Infant Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiative forcing; Forcing (mathematics); Albedo (alchemy); Greenhouse gas; Aerosol; Radiative transfer; Cloud forcing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005180681,0.0002175877,0.0003251477,0.000624133,0.003069662,0.0001100467,0.0003411757,0.0001235534,0.0003114442],"category_scores_gemma":[0.001385201,0.0001812367,0.00003998573,0.0007083635,0.0001722033,0.001141693,0.0005810824,0.0004600788,0.0001099793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840844,"about_ca_system_score_gemma":0.0003204409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007476236,"about_ca_topic_score_gemma":0.0002367334,"domain_scores_codex":[0.9954174,0.0005557241,0.0006143679,0.0007657066,0.0009753098,0.001671455],"domain_scores_gemma":[0.996794,0.001597447,0.0002754919,0.0003257341,0.0002346534,0.0007727049],"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":[0.0003414189,0.0002256078,0.45589,0.001367903,0.00006918969,0.000006825984,0.04200729,7.489321e-7,0.001006506,0.002479602,0.4728071,0.02379775],"study_design_scores_gemma":[0.01139181,0.0001780221,0.3546687,0.0003376699,0.00002890911,0.000002647982,0.02533018,0.1257701,0.0003177911,0.0003410763,0.4808654,0.0007677872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562413,0.0004390419,0.0004775072,0.02007106,0.0005310497,0.009271096,0.01249211,0.0001692795,0.0003075135],"genre_scores_gemma":[0.9754131,0.001488368,0.00009307226,0.00178516,0.0001997271,0.00203988,0.01557954,0.00003315636,0.003367961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257693,"threshold_uncertainty_score":0.9982282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418009410078802,"score_gpt":0.4418816006383581,"score_spread":0.3000806596304779,"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."}}