{"id":"W4407029894","doi":"10.1038/s41570-025-00688-5","title":"Return to Flatland","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Cyclopropane Reaction Mechanisms","field":"Chemistry","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atlantic School of Theology","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003160631,0.001273316,0.004191014,0.0001142003,0.0001187316,0.0001039147,0.001341468,0.003744142,0.003149054],"category_scores_gemma":[0.001163041,0.001016781,0.001806139,0.000876285,0.00002896855,0.00005224175,0.0004133753,0.004565005,0.0006785123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000772178,"about_ca_system_score_gemma":0.0006220913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001662627,"about_ca_topic_score_gemma":0.000001180324,"domain_scores_codex":[0.9959021,0.00005981423,0.001447215,0.001465723,0.0004969952,0.00062811],"domain_scores_gemma":[0.996205,0.0002391724,0.0008047597,0.00221198,0.0001414485,0.0003976436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002302517,0.00001778065,1.121943e-7,0.2793795,0.0000646375,0.00002147482,0.000007698148,1.285683e-8,0.0005667282,0.000006206759,0.01308295,0.7068506],"study_design_scores_gemma":[0.00009905618,0.000002454158,4.63218e-9,0.1054027,0.00105753,0.0001574903,0.000007966074,9.04675e-8,0.003435381,0.00001057155,0.8890246,0.0008021996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.207547e-7,0.8716897,0.000009378491,0.00002578398,0.0003721275,0.0007344307,0.0001405673,0.000231644,0.1267961],"genre_scores_gemma":[1.801742e-7,0.9492703,0.0006802395,0.0001391414,0.001428554,0.0006416028,0.001140702,0.0001295139,0.04656975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8759416,"threshold_uncertainty_score":0.9992282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949346366795306,"score_gpt":0.3415822673864906,"score_spread":0.3220888037185375,"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."}}