{"id":"W4309264664","doi":"10.5194/acp-2022-587-ac1","title":"Comment on acp-2022-587","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Chemistry; Solubility; Nitric acid; Analytical Chemistry (journal); Octanol; Partition coefficient; Medicinal chemistry; Nuclear chemistry; Inorganic chemistry; Chromatography; Physical chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009550682,0.0004409948,0.0005981547,0.00003133804,0.00008771277,0.00002711434,0.0007114027,0.0003205852,0.176787],"category_scores_gemma":[0.00004350047,0.0003836837,0.0004563767,0.00009557052,0.00002749974,0.000006511393,0.000543628,0.001400529,0.00005659774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332938,"about_ca_system_score_gemma":0.00007298999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005748991,"about_ca_topic_score_gemma":0.000006108161,"domain_scores_codex":[0.9980416,0.00002069076,0.0003282201,0.0005936237,0.0007016985,0.0003141259],"domain_scores_gemma":[0.9985346,0.00005969555,0.0001670159,0.001062797,0.00004566203,0.0001302938],"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":[0.000007436473,0.0000521882,1.180494e-7,0.002029556,0.0001168067,0.0000366796,0.00000356566,9.662848e-7,0.002542542,0.001174658,0.9855991,0.008436379],"study_design_scores_gemma":[0.0002025367,0.00001561525,5.784676e-8,0.0007153294,0.0001110595,0.00001153502,0.000005189695,0.00003666897,0.002488788,0.0006293844,0.9953466,0.0004372497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004208048,0.01610944,0.00001606159,0.1671879,0.00125651,0.0002098934,0.001816895,0.0001416748,0.8132195],"genre_scores_gemma":[0.0002115371,0.01051537,0.0001076821,0.1354313,0.0005427542,0.0001896145,0.01564159,0.0001639846,0.8371962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1767304,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366035582892883,"score_gpt":0.2763939416321538,"score_spread":0.262733585803225,"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."}}