{"id":"W2942155869","doi":"","title":"On the borders of this massive round","year":2004,"lang":"en","type":"article","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Northern Studies","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002989557,0.00005460149,0.00005913768,0.00001631682,0.0001725174,0.00002093378,0.0001113406,0.00003418383,0.006709105],"category_scores_gemma":[0.00001549182,0.00002672338,0.00003815171,0.000009321772,0.0002626598,0.00004202757,0.00001469959,0.00008543726,0.0001359433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021652,"about_ca_system_score_gemma":0.0000111145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003735166,"about_ca_topic_score_gemma":0.00274416,"domain_scores_codex":[0.9997154,0.000005515833,0.0000655439,0.0000648586,0.00006592587,0.00008274162],"domain_scores_gemma":[0.9997736,0.00002031798,0.00003006844,0.0001315998,0.00003562045,0.000008840902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002821815,0.00002485384,0.000002537307,0.000001674355,0.00001567987,6.708357e-7,0.01066081,0.000005449512,0.00002371586,0.9332536,0.05583706,0.000171101],"study_design_scores_gemma":[0.0002062648,0.0001457895,0.00001575353,0.00001344606,0.00001275673,5.479923e-7,0.0369055,0.000002590647,0.001551594,0.2518174,0.7092471,0.000081276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04890701,0.00007537219,0.00002802162,0.01381865,0.0001039839,0.00008991448,0.000007935779,0.00008089548,0.9368882],"genre_scores_gemma":[0.9593676,0.00001403094,0.00001887276,0.00158801,0.0000574313,0.000005406413,0.000001886103,0.00000435767,0.0389424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9104606,"threshold_uncertainty_score":0.9941989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045370396498551,"score_gpt":0.227078540138318,"score_spread":0.2066248361733324,"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."}}