{"id":"W6911772051","doi":"10.5281/zenodo.14214722","title":"Ozone Layer and the Montreal Protocol","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medicinal Plant Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone layer; Ozone; Ozone depletion; Greenhouse gas; Global warming; Grassroots; Ground Level Ozone","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":[0.01671267,0.001265906,0.001072319,0.003948688,0.003020141,0.007274813,0.0053963,0.007557098,0.190267],"category_scores_gemma":[0.04340231,0.0009483538,0.001874057,0.004241941,0.001573938,0.003815208,0.004539322,0.007196881,0.09636386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01117548,"about_ca_system_score_gemma":0.0489254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1436876,"about_ca_topic_score_gemma":0.110133,"domain_scores_codex":[0.9825917,0.004776751,0.00177372,0.00145081,0.007215085,0.002191806],"domain_scores_gemma":[0.9758425,0.002879928,0.00104507,0.002596803,0.016222,0.001413586],"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":[0.00005270093,0.0000380758,0.0002807934,0.0004456389,0.00001120923,0.00005350793,0.0001003928,0.00007528814,0.0001443418,0.02496864,0.9456697,0.02815967],"study_design_scores_gemma":[0.00001544516,0.00001338184,0.0005500554,0.0003739867,0.000006257598,0.00001981503,0.00003723817,0.00001661052,0.00005427497,0.001371749,0.9975303,0.00001087486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008605011,0.01187808,0.007469449,0.0544929,0.01507576,0.007713247,0.07989521,0.002465078,0.8201498],"genre_scores_gemma":[0.01457748,0.0214203,0.02052402,0.06986428,0.003808982,0.01918766,0.1183712,0.001642663,0.7306035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.190267,"threshold_uncertainty_score":0.6365064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269986336181199,"score_gpt":0.2940387155368022,"score_spread":0.2513388521749902,"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."}}