{"id":"W4401635664","doi":"10.5194/amt-2024-97-rc1","title":"Comment on amt-2024-97","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Retroreflector; Optics; Spectrometer; Physics; Path length; Telescope; Absorption (acoustics); Absorption spectroscopy; Infrared; Laser","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":[0.00163761,0.0009532206,0.0009410227,0.0009975734,0.002904644,0.003991666,0.002383827,0.01927771,0.2518869],"category_scores_gemma":[0.01217889,0.0004228744,0.001366253,0.00119161,0.001400706,0.002246638,0.00161275,0.01158697,0.2342997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477685,"about_ca_system_score_gemma":0.002365929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01586621,"about_ca_topic_score_gemma":0.01667992,"domain_scores_codex":[0.9986369,0.0001158428,0.0001336462,0.0001780734,0.000685737,0.0002497248],"domain_scores_gemma":[0.9970271,0.0006828068,0.0001337719,0.0003165241,0.001428782,0.0004110421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003190115,0.00001454526,0.00006544954,0.00003472036,0.000002078071,0.0001173892,0.00001428641,0.00001018665,0.00009673156,0.0008355918,0.9942693,0.00450781],"study_design_scores_gemma":[0.00001072609,0.00001005369,0.0003319626,0.00006558937,0.000001818493,0.00003148714,0.00002819441,0.00003023844,0.00006988347,0.0003685351,0.9990452,0.000006301111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008047436,0.001417983,0.0006634863,0.2703208,0.3599327,0.0005783584,0.004306946,0.002454551,0.3595205],"genre_scores_gemma":[0.00320719,0.0007696291,0.0004074352,0.2904381,0.0465291,0.0004517507,0.001237374,0.0005248349,0.6564347],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7481131,"threshold_uncertainty_score":0.8426456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207758306997214,"score_gpt":0.3426185059134144,"score_spread":0.3105409228434423,"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."}}