{"id":"W7071046071","doi":"","title":"SA - #Headlines With Craig Silliphant - Jan 20","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Molecular spectroscopy and chirality","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Period (music)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009011869,0.0004500029,0.0005498922,0.00004039639,0.00006507548,0.00006702194,0.0003392068,0.0004910689,0.7706212],"category_scores_gemma":[0.00005055412,0.0004032217,0.0002006232,0.000008397075,0.0001466741,1.20298e-7,0.0000865238,0.0003881544,0.001942159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004835716,"about_ca_system_score_gemma":0.00006829583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684486,"about_ca_topic_score_gemma":0.003502359,"domain_scores_codex":[0.9982159,0.00003459772,0.0005719238,0.0003005915,0.0005197164,0.000357309],"domain_scores_gemma":[0.998473,0.00004117106,0.0005850095,0.0006186063,0.0001350468,0.000147096],"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":[0.00009674058,0.00007430746,0.00000690334,0.001437906,0.0001585128,0.0001038991,0.00007229389,0.00006547113,0.00004168491,0.00002612876,0.9975908,0.0003253912],"study_design_scores_gemma":[0.0005660657,0.00007212727,0.000002521264,0.000744015,0.00009206992,0.0001418766,0.00007951436,0.000008441772,0.00140962,0.000005082885,0.9964176,0.0004610685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001721615,0.0009758734,0.000001181206,0.0001467285,0.000117572,0.0001464604,0.000228072,0.0001597556,0.9980522],"genre_scores_gemma":[0.0005348605,0.0002450228,0.001340106,0.0002357008,0.0003032784,0.00001643314,0.0008260782,0.0001569685,0.9963415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.768679,"threshold_uncertainty_score":0.999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005084626507722768,"score_gpt":0.1916087995725551,"score_spread":0.1865241730648323,"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."}}