{"id":"W4400009867","doi":"10.1364/opticaopen.26093791.v1","title":"COMPACT INTRACAVITY MID-INFRARED UPCONVERSION DETECTOR – A SYSTEMATIC STUDY","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McMaster University","funders":"","keywords":"Photon upconversion; Infrared; Detector; Optics; Optoelectronics; Materials science; Physics; Remote sensing; Laser; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025928,0.0004933907,0.0006373139,0.0003250724,0.0003048163,0.0009128481,0.001040531,0.0005489782,0.001318826],"category_scores_gemma":[0.0008124529,0.0003099455,0.0004203058,0.0003079817,0.000547025,0.001087516,0.0004714687,0.0006746343,0.0004798883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006094246,"about_ca_system_score_gemma":0.0004210257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258885,"about_ca_topic_score_gemma":0.0002941814,"domain_scores_codex":[0.9993979,0.00009171916,0.00001667128,0.000140479,0.0003069069,0.00004629728],"domain_scores_gemma":[0.999496,0.0001494443,0.0000610736,0.000134137,0.0001337532,0.00002549121],"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":[0.0002110159,0.0001534102,0.001370199,0.0005964657,0.00005495656,0.0002717263,0.0001763159,0.00323663,0.9450573,0.008677619,0.0003344504,0.03985989],"study_design_scores_gemma":[0.00002388653,0.001043117,0.002743414,0.00004669388,0.00009102426,0.001046002,0.00007639622,0.02700509,0.9461579,0.0005025095,0.02121821,0.00004577188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830127,0.01647579,0.08535717,0.0003871036,0.00009453846,0.0001653599,0.0001144245,0.0003768783,0.014016],"genre_scores_gemma":[0.9316589,0.004307061,0.05935176,0.00004033192,0.00006397221,0.00005417443,0.0001772438,0.00007616096,0.004270422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318826,"threshold_uncertainty_score":0.004421711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717398357068281,"score_gpt":0.2927390223249807,"score_spread":0.2755650387542978,"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."}}