{"id":"W4309721820","doi":"10.29169/1927-5129.2022.18.10","title":"Earth’s Temperature: The Effect of the Sun, Water Vapor, and CO2","year":2022,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Atmosphere (unit); Water vapor; Enthalpy; Earth (classical element); Relative humidity; Atmospheric sciences; Humidity; Dew point; Environmental science; Atmospheric temperature; Chemistry; Thermodynamics; Meteorology; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122339,0.00007259614,0.0001444347,0.00003137916,0.0005725372,0.0000620939,0.0003553645,0.00001029739,0.00009449493],"category_scores_gemma":[0.000003742875,0.00002818725,0.00008799672,0.0001706495,0.0002396151,0.00005382737,0.0001217661,0.0002954864,8.790614e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005761252,"about_ca_system_score_gemma":0.00004954088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001404715,"about_ca_topic_score_gemma":0.000002484337,"domain_scores_codex":[0.9991618,0.00009051787,0.0001619191,0.00008113121,0.0003704828,0.0001341726],"domain_scores_gemma":[0.999557,0.000146298,0.000152134,0.00009701654,0.0000189291,0.00002863429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003985788,0.0002196009,0.4779748,0.00004232892,0.0003539863,0.000007642087,0.008274598,0.021337,0.4310565,0.03819309,0.005438385,0.01670352],"study_design_scores_gemma":[0.0049188,0.003023716,0.06265471,0.0000654856,0.0004721815,0.0002273455,0.01674285,0.005005323,0.8611703,0.01683515,0.02814157,0.0007426037],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967236,0.00005512586,0.00002053764,0.000829634,0.0002744514,0.0001017354,0.000005323419,0.000001354146,0.001988229],"genre_scores_gemma":[0.9997116,0.000001183005,0.00003499301,0.00005363298,0.00008196228,0.000004371718,3.627825e-7,0.000003121618,0.0001088246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301138,"threshold_uncertainty_score":0.4403551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003717628905182537,"score_gpt":0.2007575534361552,"score_spread":0.1970399245309726,"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."}}