{"id":"W6921996286","doi":"10.13016/mpau-tqsp","title":"Simulation and Projection of Global Temperature Change and Recovery of Extra-polar Ozone using Multiple Linear Regression Models","year":2022,"lang":"en","type":"other","venue":"Digital Repository at the University of Maryland (University of Maryland College Park)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Global warming; Global temperature; Climate change; Aerosol; Climate model; Linear regression; Methane; Projection (relational algebra); Ozone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007637773,0.0008340906,0.0007329409,0.0006720569,0.0005394202,0.0009037744,0.001120871,0.001109855,0.003065383],"category_scores_gemma":[0.001800252,0.0005280448,0.001562314,0.001229863,0.0003189459,0.0006363598,0.0006718347,0.00138456,0.000456247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305006,"about_ca_system_score_gemma":0.001379269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09810499,"about_ca_topic_score_gemma":0.05701956,"domain_scores_codex":[0.9996963,0.0001214889,0.00001396738,0.00006721955,0.00004673726,0.00005444638],"domain_scores_gemma":[0.9991658,0.0004511719,0.0001096174,0.00003701707,0.0001766316,0.00005985622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000299537,0.00002948265,0.002015719,0.0000118568,0.00002502795,0.00002289431,0.00001091,0.9958247,0.0002370612,0.0004634644,0.0002028655,0.001126119],"study_design_scores_gemma":[0.00001291605,0.00001164153,0.0003957428,0.000001639968,0.000005547771,0.000001646198,0.000008993696,0.9992349,0.00009980823,0.0001051845,0.0001178014,0.000004040545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258903,0.0003810654,0.05166814,0.001158414,0.0001474776,0.00009459831,0.003713915,0.001308344,0.01563773],"genre_scores_gemma":[0.9772636,0.0002162793,0.0176499,0.00005280097,0.00002141395,0.0001060184,0.001479847,0.00007107092,0.003139077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09810499,"threshold_uncertainty_score":0.1950679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144225774894613,"score_gpt":0.2042812442413898,"score_spread":0.1828389864924437,"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."}}