{"id":"W2922228588","doi":"10.1021/acscentsci.9b00219","title":"Polariton Chemistry: Action in the Dark","year":2019,"lang":"en","type":"article","venue":"ACS Central Science","topic":"Strong Light-Matter Interactions","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Citation; Library science; Art history; Physics; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007266077,0.0006963866,0.0002420082,0.0006492318,0.001544938,0.002453091,0.0007450894,0.001527566,0.3408749],"category_scores_gemma":[0.0009438386,0.0004264131,0.0002886163,0.0003954257,0.001107783,0.002745552,0.002507583,0.002437602,0.1060982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009105444,"about_ca_system_score_gemma":0.0005693085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003558511,"about_ca_topic_score_gemma":0.0005594451,"domain_scores_codex":[0.9996253,0.00004615566,0.000008558204,0.00004302591,0.0001821225,0.00009483224],"domain_scores_gemma":[0.9997301,0.00003417394,0.00002035142,0.00003988379,0.00005672761,0.0001187748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002129706,0.0001066599,0.0002866185,0.000821681,0.00001932336,0.0002461112,0.0004450934,0.0001909788,0.04583992,0.1629198,0.6548608,0.1340501],"study_design_scores_gemma":[0.00001718686,0.0000601337,0.0002031232,0.00007566042,0.000004121485,0.0001614128,0.0001305035,0.0000945501,0.01253402,0.01246911,0.9742345,0.00001564716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01067198,0.01716667,0.005057912,0.02030879,0.03017361,0.0001693856,0.0008720102,0.0008909912,0.9146886],"genre_scores_gemma":[0.09195717,0.01639,0.001962834,0.004462342,0.004071895,0.000131818,0.0007321591,0.0006388521,0.8796529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3408749,"threshold_uncertainty_score":0.9401619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028840957730883,"score_gpt":0.2718008459903242,"score_spread":0.2615124364130154,"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."}}