{"id":"W4387740134","doi":"10.21468/scipost.report.6897","title":"Report on scipost_202302_00015v1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Basic Energy Sciences; Canada First Research Excellence Fund; University of British Columbia; Compute Canada; Massachusetts Green High Performance Computing Center; Schlumberger Foundation; U.S. Department of Energy","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.00002859719,0.0003717615,0.0005317234,0.00003608598,0.00006462156,0.00002270107,0.0003422511,0.0002640678,0.01766594],"category_scores_gemma":[0.0005109305,0.0003060924,0.0004767715,0.0002171309,0.00004869503,0.0000261185,0.0001729469,0.001030542,0.006292847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067315,"about_ca_system_score_gemma":0.00006946362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004108791,"about_ca_topic_score_gemma":0.000008868549,"domain_scores_codex":[0.997938,0.000006482426,0.0004568924,0.0007130979,0.0005656361,0.0003198567],"domain_scores_gemma":[0.9983445,0.0001913157,0.000204247,0.0009435116,0.0001557732,0.0001605946],"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":[0.000004243284,0.00007920241,1.945907e-7,0.001612796,0.0000806936,0.0005123692,7.074565e-7,0.000002426578,0.00138603,0.0001763827,0.9932105,0.002934436],"study_design_scores_gemma":[0.00005671145,0.000008577688,2.381333e-7,0.004354619,0.0001019742,0.00006232665,0.00000203746,0.000005093274,0.01500567,0.001321253,0.9787287,0.0003528036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002150974,0.001260721,0.00002511969,0.03943128,0.00194204,0.0001070404,0.0005334652,0.0007547957,0.955924],"genre_scores_gemma":[0.00003894072,0.0009044333,0.00007370917,0.003582062,0.001068847,0.0001388984,0.005981287,0.0001114781,0.9881003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03584922,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219550117385152,"score_gpt":0.3543999342435874,"score_spread":0.3222044330697359,"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."}}