{"id":"W7021055309","doi":"","title":"16 - Naughty by Nature","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Software; Production model; Production (economics); Program code","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165629,0.00119785,0.0008640758,0.001721058,0.004002142,0.01173608,0.002291858,0.004912219,0.6964424],"category_scores_gemma":[0.008751848,0.0006935361,0.001082041,0.001821469,0.001958337,0.008860989,0.005943092,0.0053616,0.6343983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391039,"about_ca_system_score_gemma":0.003410593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004507323,"about_ca_topic_score_gemma":0.01179976,"domain_scores_codex":[0.9978262,0.0002119163,0.0000881348,0.0004277909,0.001192636,0.0002534162],"domain_scores_gemma":[0.9962262,0.000423279,0.0001372747,0.001014546,0.001404395,0.0007942542],"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":[0.00002430306,0.0000186778,0.0001153632,0.00007158807,0.000004532434,0.00008307712,0.000122313,0.00002297694,0.0002848355,0.01296022,0.9469014,0.03939069],"study_design_scores_gemma":[0.000001775591,0.000002806144,0.00003974864,0.00002254079,8.683583e-7,0.00004492529,0.0000381039,0.000009490998,0.00004710155,0.0007259915,0.9990638,0.000002843916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006173577,0.002980503,0.002912854,0.01889201,0.01410031,0.0001249189,0.004030727,0.005061878,0.9512795],"genre_scores_gemma":[0.002008087,0.001087743,0.0009620818,0.006298458,0.0007904738,0.00005945313,0.001448383,0.001635471,0.9857099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6964424,"threshold_uncertainty_score":0.432988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00370117457982367,"score_gpt":0.1891042058541947,"score_spread":0.1854030312743711,"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."}}