{"id":"W7012083472","doi":"","title":"Balancing Act","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Government (linguistics); Work (physics)","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":[0.01172283,0.0008450155,0.0007493111,0.001169739,0.009230417,0.009608549,0.002304326,0.008547203,0.2814659],"category_scores_gemma":[0.03997351,0.0005553695,0.0008038419,0.0009718345,0.003688816,0.005200803,0.005843788,0.01010103,0.1912142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004256818,"about_ca_system_score_gemma":0.01233153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001709,"about_ca_topic_score_gemma":0.0145434,"domain_scores_codex":[0.9854487,0.003388332,0.0005987173,0.001888068,0.006531072,0.002145105],"domain_scores_gemma":[0.9853628,0.002721201,0.0004848443,0.002075099,0.00640724,0.00294884],"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":[0.00003770561,0.00003464496,0.0001566023,0.00002772342,0.000002663961,0.00008676943,0.0005117942,0.00005580936,0.0001085359,0.1989377,0.775572,0.02446793],"study_design_scores_gemma":[0.000006729465,0.000009967134,0.0001304769,0.00005212136,0.000001960447,0.00005207266,0.0002655378,0.0000548285,0.00007162163,0.01514103,0.9842044,0.000009236528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005020151,0.0002210109,0.002662519,0.02027561,0.002494305,0.0001734054,0.0002255755,0.0002549716,0.9731906],"genre_scores_gemma":[0.01242755,0.0002191667,0.001893574,0.02124128,0.0006899717,0.0003216473,0.0003381234,0.0002547127,0.9626139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7185341,"threshold_uncertainty_score":0.9415972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009060529287182663,"score_gpt":0.2277824460171144,"score_spread":0.2187219167299317,"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."}}