{"id":"W4380730622","doi":"10.1063/5.0143253","title":"Swinging between shine and shadow: Theoretical advances on thermally activated vibropolaritonic chemistry","year":2023,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Strong Light-Matter Interactions","field":"Physics and Astronomy","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Air Force Office of Scientific Research; American Chemical Society Petroleum Research Fund; Alfred P. Sloan Foundation","keywords":"Formalism (music); Chemistry; Nanotechnology; Chemical physics; Molecule; Physics; Theoretical physics; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001612104,0.0001457967,0.0002191868,0.00001745371,0.00007981048,0.00004034227,0.0002733692,0.00003136985,0.0001393802],"category_scores_gemma":[0.00001882705,0.00009491404,0.0001093869,0.0001654946,0.000167396,0.0001913025,0.0000652578,0.0006130125,0.00002069785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645134,"about_ca_system_score_gemma":0.00002631638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003204484,"about_ca_topic_score_gemma":8.081291e-9,"domain_scores_codex":[0.9991686,0.00003591123,0.000252511,0.00009847752,0.000230013,0.0002144445],"domain_scores_gemma":[0.9989272,0.0005663278,0.0001981198,0.0001637565,0.00006044842,0.00008413308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005666902,0.00004734271,0.001379234,0.00001100648,0.0001356282,0.000001081452,0.0001874592,0.0000707031,0.991867,0.001410814,0.0003180755,0.004514993],"study_design_scores_gemma":[0.0002756556,0.00002761283,0.0004636253,0.00008734971,0.00007635402,0.000004124654,0.000171024,0.00004931091,0.9556284,0.04296545,0.0001476667,0.0001034061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995485,0.00002338617,0.0002863645,0.001121952,0.00006757093,0.00004156052,0.00001416211,0.00002244024,0.002937539],"genre_scores_gemma":[0.9984968,0.000001427193,0.00005809375,0.00004556908,0.001335692,0.000001282099,0.000008990987,0.00002198099,0.00003019867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04155463,"threshold_uncertainty_score":0.3870482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008881236260053268,"score_gpt":0.265877286328871,"score_spread":0.2569960500688177,"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."}}