{"id":"W2320576611","doi":"10.14288/1.0061913","title":"The crystal and molecular structures of some inorganic, organic, and biological compounds","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Crystal (programming language); Environmental chemistry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00004384057,0.00004639454,0.0001842233,0.00000813309,0.0001292145,0.00002989041,0.0002230376,0.0001399646,0.0001092895],"category_scores_gemma":[0.00002009485,0.0001014103,0.000053742,0.00005474071,0.0005951778,0.00004926456,0.0002535222,0.0001267685,1.692568e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001299796,"about_ca_system_score_gemma":0.00001858443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323032,"about_ca_topic_score_gemma":0.003731999,"domain_scores_codex":[0.9994323,0.00001537039,0.00009088335,0.0002224584,0.00009988787,0.0001390582],"domain_scores_gemma":[0.9995611,0.00002640372,0.0000909311,0.0001875933,0.00005697486,0.00007694757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002178802,0.00002670916,0.006050564,0.00006572397,0.0000847957,0.00005882875,0.0001682858,4.602702e-8,0.951838,0.0001484186,0.00005146255,0.0414854],"study_design_scores_gemma":[0.001120003,0.00006646257,0.9684718,0.00005051097,0.00006532817,0.0002311633,0.0011378,0.00005957163,0.004644465,0.02369837,0.000178544,0.0002760324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982147,0.000664386,0.00004943391,0.00001744237,0.00001724981,0.00004234876,0.00008104343,0.00001740369,0.0008960452],"genre_scores_gemma":[0.9993087,0.0003259733,0.0002871236,0.00001616361,0.000007914015,8.195757e-8,0.000009082662,0.000009542004,0.00003540549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624212,"threshold_uncertainty_score":0.653516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006079902114000948,"score_gpt":0.1529400811181409,"score_spread":0.1468601790041399,"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."}}