{"id":"W2908617826","doi":"","title":"Global Atmospheric Pollution: Climate Change and Ozone","year":2015,"lang":"en","type":"article","venue":"Otago University Research Archive (University of Otago)","topic":"Environmental law and policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Context (archaeology); Environmental law; Treaty; Montreal Protocol; Political science; Environmental planning; Ozone layer; Environmental science; Environmental resource management; Geography; Meteorology; Ozone; Law; Oceanography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008863722,0.0001118955,0.0001916051,0.00007584811,0.001358152,0.00002402678,0.0005540953,0.0001000377,0.0002630164],"category_scores_gemma":[0.00005381571,0.0001522977,0.00007912296,0.0007345605,0.002612657,0.0005774403,0.0007929585,0.0002063106,0.0001316595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859616,"about_ca_system_score_gemma":0.0002360659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04603803,"about_ca_topic_score_gemma":0.02441862,"domain_scores_codex":[0.9975194,0.0007543471,0.000061282,0.0003265738,0.0006945656,0.0006438332],"domain_scores_gemma":[0.9988255,0.00009611616,0.00006583349,0.0002243164,0.0001027746,0.0006854771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001117299,0.0004079605,0.1858172,0.00007646901,0.0001175816,0.0004730151,0.06115843,0.00001574375,0.0001449597,0.7037033,0.01514537,0.03182269],"study_design_scores_gemma":[0.001681426,0.0003767384,0.1316209,0.00004699213,0.00003432601,0.000006310856,0.08957802,0.0001590756,0.000001724525,0.005139544,0.7710818,0.0002731844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6002818,0.0002386816,0.0005858728,0.006271947,0.00009827563,0.0005330596,0.0004806262,0.00008267495,0.3914271],"genre_scores_gemma":[0.9903769,0.002315084,0.003139117,0.00005253868,0.000118181,1.119454e-7,0.00001765555,0.000006471052,0.00397387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7559364,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08819609278354447,"score_gpt":0.3110408273955751,"score_spread":0.2228447346120306,"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."}}