{"id":"W4417012075","doi":"10.59350/bq8wc-q3f40","title":"Some Comp.Chem. Tweeps","year":2017,"lang":"","type":"article","venue":"","topic":"Inorganic and Organometallic Chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Key (lock); In silico","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002227365,0.0007108963,0.0007719549,0.0000278546,0.001851726,0.0009421025,0.002766216,0.0007983246,0.09362992],"category_scores_gemma":[0.0003189382,0.0007345203,0.0004366831,0.00004914958,0.0008512387,0.0006058004,0.00138246,0.0008922094,0.004223082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399409,"about_ca_system_score_gemma":0.0003382738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562294,"about_ca_topic_score_gemma":0.000007490979,"domain_scores_codex":[0.9965712,0.00001198823,0.0007595996,0.001034515,0.0005608398,0.001061879],"domain_scores_gemma":[0.9943879,0.00007765567,0.0006859825,0.004154698,0.0001423834,0.0005513533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007305319,0.0007301408,0.008819664,0.001211774,0.0007619354,0.0002213457,0.0004974965,5.152191e-7,0.9425008,0.01288734,0.02712399,0.005171925],"study_design_scores_gemma":[0.001644156,0.00001545435,0.001455546,0.0001128299,0.0002089315,0.00006364113,0.0004254025,0.0001177118,0.8994559,0.001608508,0.09390942,0.0009825173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3892306,0.001935406,0.00003496178,0.002280083,0.0009761833,0.00009553446,0.00007281239,0.0001661181,0.6052083],"genre_scores_gemma":[0.7536673,0.0005271677,0.0002224794,0.0003317019,0.003581111,0.000005010233,0.00003422793,0.00008816862,0.2415429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3644367,"threshold_uncertainty_score":0.9995106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867524934221863,"score_gpt":0.2534587216786917,"score_spread":0.234783472336473,"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."}}