{"id":"W6894175832","doi":"10.5281/zenodo.7326099","title":"OZONE LAYER DEPLETION: ITS CAUSES AND CONSEQUENCES","year":2022,"lang":"en","type":"book-chapter","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; Stratosphere; Montreal Protocol; Atmosphere (unit); Layer (electronics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001840561,0.000271326,0.0003520987,0.0004520555,0.01126051,0.0003292436,0.0009667694,0.0001718503,0.2877416],"category_scores_gemma":[0.001267927,0.0002696952,0.00006950257,0.000203912,0.0007959603,0.0002633813,0.005059304,0.001300973,0.02947276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003922677,"about_ca_system_score_gemma":0.00003451102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000033883,"about_ca_topic_score_gemma":0.000002908391,"domain_scores_codex":[0.9964093,0.0006818571,0.0004636258,0.0007793705,0.00103783,0.0006280298],"domain_scores_gemma":[0.9975238,0.0001836992,0.0002880645,0.0005513846,0.00116056,0.0002925016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006135902,0.00002726998,0.000003913676,0.000337977,0.0001357032,0.00008632558,0.001987269,0.00000223419,0.0003393816,0.1544095,0.8369275,0.005681559],"study_design_scores_gemma":[0.000383018,0.0001590517,0.00007106667,0.0001427185,0.00003267778,0.00003542087,0.001154439,0.00000759509,0.00000886348,0.001214395,0.9965369,0.0002538612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002515296,0.0008892159,0.00002344603,0.002650885,0.0005096757,0.001251706,0.001719416,0.0006532263,0.9920509],"genre_scores_gemma":[0.008810543,0.005100286,0.00006461561,0.0004548259,0.0003884661,5.59647e-7,0.002351515,0.001912678,0.9809165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2582689,"threshold_uncertainty_score":0.9999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852963422484557,"score_gpt":0.3634730285359729,"score_spread":0.1781766862875172,"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."}}