{"id":"W4414375135","doi":"10.1080/00268976.2025.2553621","title":"Complexes of ozone with larger molecules","year":2025,"lang":"en","type":"article","venue":"Molecular Physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Alliance de recherche numérique du Canada","keywords":"Triatomic molecule; Ozone; Dissociation (chemistry); Molecule; Oxygen; Dimer; Hydrogen bond; Hydrogen","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003999324,0.00009630332,0.0001558688,0.000006723756,0.00004774028,0.00001526827,0.0001250946,0.00002466676,0.000190307],"category_scores_gemma":[0.000003815713,0.00007354074,0.00004752865,0.0002911829,0.00008649332,0.00005056748,0.00001057148,0.0000573584,0.00003440297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001252929,"about_ca_system_score_gemma":0.00003736501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028873,"about_ca_topic_score_gemma":0.00005280476,"domain_scores_codex":[0.9994116,0.00002667219,0.0001094685,0.000143253,0.000147664,0.0001613445],"domain_scores_gemma":[0.9996733,0.00002246809,0.00004824923,0.0001872462,0.00003896038,0.00002979761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003736461,0.0004644076,0.5887405,0.0004894421,0.0008452912,0.0002517335,0.0006052579,0.05806154,0.07456058,0.06272958,0.003101822,0.2097762],"study_design_scores_gemma":[0.003070522,0.001010498,0.3896599,0.0003707933,0.0004796034,0.00001578144,0.0009010873,0.05212198,0.4770874,0.05768719,0.01617782,0.001417415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971785,0.0005608647,0.05667824,0.0001332128,0.00004818931,0.0001038496,0.0000295569,0.00003208889,0.04523547],"genre_scores_gemma":[0.9952036,0.00001325735,0.004145445,0.0003895691,0.00001172171,7.241172e-7,0.00004446333,0.000003137835,0.0001880374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025269,"threshold_uncertainty_score":0.2998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005691740583982448,"score_gpt":0.2025183941635845,"score_spread":0.1968266535796021,"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."}}