{"id":"W4416042216","doi":"10.65364/202501","title":"10.65364/202501","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0001293336,0.000110033,0.0002334757,0.0001069176,0.00008511177,0.00004215914,0.0002032332,0.00003768325,0.9911126],"category_scores_gemma":[0.00004454122,0.0001365864,0.00006846703,0.000163733,0.00004363032,0.0001051299,0.00006980144,0.00006168748,0.9949926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008260131,"about_ca_system_score_gemma":0.000004258181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004200332,"about_ca_topic_score_gemma":1.238165e-7,"domain_scores_codex":[0.9992234,0.000005115067,0.0002021297,0.0003148909,0.00002788262,0.0002266052],"domain_scores_gemma":[0.9995876,0.00002134495,0.00004103507,0.0002669355,0.00001717578,0.00006591275],"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":[0.00009863624,0.0001928877,0.0000546243,0.00001006398,0.0001942835,0.00001163558,0.0005116467,0.0004413929,0.000003043203,0.004568212,0.5948147,0.3990989],"study_design_scores_gemma":[0.0001768654,0.00004931591,0.0004383822,0.000003466545,0.000003302665,0.000001047697,0.000005631522,0.0002627503,0.000002955685,0.001118267,0.9977648,0.0001731925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009402612,0.0004859058,0.000007623072,0.0003847299,0.000007549902,0.0001099921,0.00008658123,0.00007599314,0.9979014],"genre_scores_gemma":[0.002301981,0.000006106186,0.000274738,0.00009709394,0.00008783167,0.00001604218,0.000003097482,0.00001850914,0.9971946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4029501,"threshold_uncertainty_score":0.5569832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801141045264438,"score_gpt":0.1837249745182103,"score_spread":0.1657135640655659,"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."}}