{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018334,0.0005932565,0.0005782144,0.001048347,0.001595799,0.004542915,0.001210062,0.002099278,0.927463],"category_scores_gemma":[0.004159318,0.0002377019,0.0004331946,0.001053893,0.0006116326,0.001861042,0.002735382,0.001864346,0.8574104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008301,"about_ca_system_score_gemma":0.002072936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255951,"about_ca_topic_score_gemma":0.00323915,"domain_scores_codex":[0.9992478,0.00007082753,0.00002185197,0.0001210068,0.0004230118,0.0001155911],"domain_scores_gemma":[0.997589,0.0001662512,0.00007435209,0.0003768618,0.0007351982,0.001058374],"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":[0.00004324763,0.00004223452,0.00008371771,0.00008996328,0.000003765517,0.00006623394,0.00001248703,0.00006986804,0.0003926664,0.002869044,0.9428909,0.05343578],"study_design_scores_gemma":[0.00000655203,0.00001136311,0.0001544192,0.0000233644,8.933338e-7,0.00001314991,0.00001071108,0.0000691197,0.0002074815,0.0004502529,0.9990498,0.000002732593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006588,0.0004550489,0.001119352,0.006760632,0.009452501,0.0002922663,0.01111466,0.002283398,0.9678633],"genre_scores_gemma":[0.001550036,0.0001906339,0.0002677494,0.0004391311,0.0006274878,0.00005302792,0.002566581,0.0004601387,0.9938453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.927463,"threshold_uncertainty_score":0.1034653,"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."}}