{"id":"W4238311780","doi":"10.7202/1075883ar","title":"Recomposition","year":2021,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001312092,0.00005171036,0.00005247751,0.00001318853,0.00006919744,0.00003230881,0.00008905254,0.00001726646,0.001862278],"category_scores_gemma":[0.0000144907,0.00003367761,0.00004676989,0.000119802,0.00002840694,0.00005754795,0.00004028128,0.00007415235,0.02001685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002462808,"about_ca_system_score_gemma":0.00001392463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004056522,"about_ca_topic_score_gemma":0.00001297001,"domain_scores_codex":[0.9994867,0.0001154838,0.00007059614,0.0001004747,0.0001007002,0.0001260158],"domain_scores_gemma":[0.9995748,0.00004235799,0.00002024647,0.0003107204,0.00003053244,0.00002135273],"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":[0.00009609133,0.0001115611,0.001206444,0.00000944993,0.00008942863,0.00009138521,0.001270218,0.00002792089,0.9229546,0.006727125,0.05587382,0.01154201],"study_design_scores_gemma":[0.001269315,0.00007249053,0.08595474,0.00005792329,0.0001204465,0.0005990337,0.0002517849,0.0007293798,0.6148101,0.02136452,0.2743108,0.0004593923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941674,0.00008600555,0.00006757902,0.002862066,0.0002107076,0.00005414089,0.00001167019,0.0001264424,0.05490739],"genre_scores_gemma":[0.9957911,0.00000266447,0.0004280903,0.0007986878,0.0001253259,0.000006812292,0.00001725499,0.00002598888,0.002804098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081444,"threshold_uncertainty_score":0.9990501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435687354649014,"score_gpt":0.2408387724023288,"score_spread":0.2264818988558387,"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."}}