{"id":"W7040364690","doi":"","title":"Artchatpodcast 079","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Begging; Work (physics); Chose; Ridiculous; Government (linguistics)","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":[0.0001414512,0.0003033218,0.0003637302,0.00009105858,0.0000519047,0.000113018,0.0002461183,0.0003801177,0.8824291],"category_scores_gemma":[0.00006716572,0.0002940262,0.0001313944,0.000007788454,0.0001532347,3.146706e-7,0.00008790751,0.0001469671,0.08577351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004854212,"about_ca_system_score_gemma":0.00002732673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406267,"about_ca_topic_score_gemma":0.0002992061,"domain_scores_codex":[0.9983849,0.00006241283,0.0005990144,0.0002182476,0.0004547079,0.0002807124],"domain_scores_gemma":[0.9987293,0.00003864333,0.000583006,0.0003510704,0.0001699623,0.0001279901],"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":[0.00001729539,0.00002934638,1.768958e-7,0.0002796362,0.000009355639,0.000004484914,0.00005535627,0.000075243,0.00008438218,0.0002183513,0.9989108,0.0003155454],"study_design_scores_gemma":[0.0003442415,0.00006421509,0.000001336251,0.0002135256,0.0000234069,0.00003598534,0.00005455104,0.00004002318,0.000315975,0.00001131842,0.9985808,0.0003146456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000875375,0.0001747359,0.000002390771,0.0001179733,0.0005380034,0.0004259536,0.0002084039,0.0003118972,0.9981331],"genre_scores_gemma":[0.0006550933,0.0001406059,0.0007808491,0.0004073325,0.0002325486,0.0000250154,0.0003180659,0.0001361523,0.9973043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7966556,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006512346749475354,"score_gpt":0.1811739200800261,"score_spread":0.1746615733305508,"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."}}