{"id":"W6893015119","doi":"10.5281/zenodo.13365673","title":"Analysis and Interpretation of Ozone Layer Depletion and Its Significants: A Review","year":2024,"lang":"en","type":"peer-review","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone depletion; Ozone; Bromine; Chlorine; Layer (electronics); Montreal Protocol","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":[0.004389639,0.0007697743,0.001519313,0.007330467,0.0004333315,0.002150993,0.001251531,0.001236762,0.004282226],"category_scores_gemma":[0.01070944,0.0004369804,0.001310982,0.00710068,0.0009300369,0.002389034,0.0007698499,0.0008935529,0.001290759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009785355,"about_ca_system_score_gemma":0.00449303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888556,"about_ca_topic_score_gemma":0.003368389,"domain_scores_codex":[0.9980823,0.0005040367,0.0004535582,0.0002872792,0.0006061941,0.00006667798],"domain_scores_gemma":[0.989402,0.006924193,0.001095646,0.0002019292,0.002222347,0.0001540082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009789834,0.00006494766,0.001496425,0.08655428,0.0003508433,0.0002129397,0.0003236438,0.0002715791,0.0006347132,0.002691475,0.01963962,0.8876617],"study_design_scores_gemma":[0.00002522156,0.0001614371,0.008548617,0.06319748,0.001888354,0.001846663,0.0007358963,0.0002987624,0.001331925,0.004326723,0.9175615,0.00007735769],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001861091,0.9981267,0.0003352831,0.0005567532,0.0001901519,0.00001387852,0.0000582122,0.000007112837,0.0005258137],"genre_scores_gemma":[0.001840199,0.9970064,0.000464219,0.0001953445,0.000223298,0.00001430893,0.00007358252,0.000004144809,0.0001786669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007330467,"threshold_uncertainty_score":0.02321494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157967376157685,"score_gpt":0.4073880815269909,"score_spread":0.2915913439112223,"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."}}