{"id":"W4404916873","doi":"10.25071/2563-2418.105","title":"Publication Data","year":2024,"lang":"en","type":"article","venue":"LOBO Annals of Sulawesi Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.005262544,0.00007051864,0.0002098278,0.0005461248,0.0001093188,0.0002971446,0.0008389372,0.00005306659,0.006447077],"category_scores_gemma":[0.0005607359,0.00007543237,0.000058649,0.0006950058,0.0002573941,0.0006743309,0.0005832828,0.0001606272,0.02570246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002272259,"about_ca_system_score_gemma":0.00004392814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002877296,"about_ca_topic_score_gemma":0.000006636543,"domain_scores_codex":[0.9984834,0.00002103264,0.0004416966,0.000591251,0.00009304432,0.0003696257],"domain_scores_gemma":[0.9986537,0.0001357504,0.00006338886,0.0008877648,0.0001826099,0.00007681415],"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":[0.000004080681,0.00002632893,0.0004831413,0.00005045322,0.00004568174,0.000001803866,0.0001619657,0.000002129114,0.000006997518,0.3738788,0.6224917,0.002846923],"study_design_scores_gemma":[0.00005797933,0.00002189175,0.001280853,0.00002228899,0.000001074235,7.450161e-7,0.0001932205,0.003475521,0.0001341451,0.02634685,0.9683799,0.00008553603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007147533,0.01837307,0.0002005578,0.01243497,0.001264176,0.0002212604,0.002019988,0.0000638066,0.9582746],"genre_scores_gemma":[0.7077782,0.002770781,0.0002391871,0.0001603566,0.0002418948,0.00001817523,0.0001582385,0.00002219253,0.288611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7006306,"threshold_uncertainty_score":0.9944612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7162768972647439,"score_gpt":0.4545780768687532,"score_spread":0.2616988203959906,"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."}}