{"id":"W2963100323","doi":"10.1002/asna.201913540","title":"Analytical Resolution of the Dark Night Sky (Olbers') Paradox","year":2019,"lang":"en","type":"article","venue":"Astronomische Nachrichten","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"European Space Agency","keywords":"Physics; Celestial sphere; Stars; Brightness; Astrophysics; Photometry (optics); Surface brightness; Population; Sky; Optics; Astronomy; Galaxy","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":[0.00177135,0.0004264273,0.0005507126,0.0008434184,0.0006421415,0.001333913,0.001178977,0.0008699894,0.003502896],"category_scores_gemma":[0.01370551,0.0003313952,0.0007170164,0.0004467706,0.002125236,0.003659584,0.002479943,0.002088302,0.0005728946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077003,"about_ca_system_score_gemma":0.0008040537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717781,"about_ca_topic_score_gemma":0.0007703949,"domain_scores_codex":[0.9993528,0.0001822015,0.00003289179,0.0001254832,0.0002092625,0.00009731528],"domain_scores_gemma":[0.9959239,0.00226996,0.0004826412,0.000683844,0.0004486795,0.0001910357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003488614,0.00001131809,0.0004764835,0.00005143995,0.00001288906,0.0003481456,0.0001689962,0.01080492,0.00119075,0.9731363,0.004979483,0.008784408],"study_design_scores_gemma":[0.00001223925,0.00001047872,0.0007104137,0.00002593438,0.000008633001,0.0005831089,0.00009146446,0.08755325,0.001238451,0.8979253,0.01181247,0.00002818503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1019259,0.004659973,0.694581,0.01279178,0.0006888252,0.00003779235,0.0004187741,0.0006490165,0.1842469],"genre_scores_gemma":[0.9311047,0.001757799,0.04978025,0.001902897,0.0003982786,0.0000707476,0.0001479829,0.0002265496,0.0146108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003502896,"threshold_uncertainty_score":0.01171839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005746966352299415,"score_gpt":0.208697264586155,"score_spread":0.2029502982338556,"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."}}