{"id":"W4379378216","doi":"10.52340/2023.01.01.05","title":"The ozone layer and its impact on human health","year":2023,"lang":"en","type":"article","venue":"JUNIOR RESEARCHERS","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Stratosphere; Ozone; Ozone depletion; Montreal Protocol; Atmosphere (unit); Astrobiology; Atmospheric sciences; Chemistry; Environmental science; Photochemistry; Meteorology; Geology; Geography; Organic chemistry","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":[0.0006764892,0.0003218158,0.0003438941,0.0007877608,0.0005151685,0.00163717,0.0003465673,0.001078818,0.005075275],"category_scores_gemma":[0.00100182,0.0001049237,0.0003927861,0.0008606337,0.0006066501,0.000668624,0.001016321,0.001341249,0.0007840355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016838,"about_ca_system_score_gemma":0.001159442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008048534,"about_ca_topic_score_gemma":0.004951743,"domain_scores_codex":[0.9992736,0.0002568066,0.00003807608,0.00009269342,0.0002306326,0.0001081304],"domain_scores_gemma":[0.9995399,0.0001074645,0.0001136331,0.00002098761,0.0001261238,0.00009202905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007585839,0.0005934613,0.09877525,0.007359358,0.001002789,0.001262049,0.001939427,0.0014345,0.01009599,0.09910476,0.1355695,0.6421044],"study_design_scores_gemma":[0.00003303371,0.0006103708,0.1497875,0.0025034,0.0004241238,0.001305238,0.001692095,0.0003258616,0.001515003,0.04139186,0.8003386,0.00007294645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02385732,0.9101916,0.0006095563,0.0238102,0.002648369,0.00002644827,0.0008541309,0.00005244605,0.03794992],"genre_scores_gemma":[0.3492429,0.6274893,0.001032924,0.006484849,0.003833106,0.00005173669,0.0005390074,0.00001524277,0.01131093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008048534,"threshold_uncertainty_score":0.0169785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4093823001250539,"score_gpt":0.5607858002215633,"score_spread":0.1514035000965094,"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."}}