{"id":"W6968766083","doi":"10.5281/zenodo.14750755","title":"HTR-United/htr-united: v0.1.181","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Archaeology and Cultural Heritage","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Process (computing); Work (physics); Product (mathematics); Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003713893,0.001694501,0.00127447,0.003493074,0.001359331,0.008624403,0.003910798,0.002450677,0.7234934],"category_scores_gemma":[0.01589405,0.002233027,0.001169991,0.00453961,0.0008368408,0.007890237,0.005358119,0.002913436,0.831332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558917,"about_ca_system_score_gemma":0.002030361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009605813,"about_ca_topic_score_gemma":0.007854239,"domain_scores_codex":[0.9976648,0.0004111685,0.0002234033,0.0003089638,0.001108265,0.0002834173],"domain_scores_gemma":[0.9944817,0.001016115,0.0002262479,0.001562749,0.002313925,0.0003993484],"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":[0.00004967538,0.00001224011,0.00008376763,0.000254234,0.000005779111,0.00001232121,0.00008223489,0.00006315826,0.0002085254,0.00194166,0.9817743,0.0155119],"study_design_scores_gemma":[0.00002022989,0.000008109037,0.0002094222,0.00008078884,0.000004141174,0.00003105632,0.00003441652,0.00006086798,0.0004410105,0.0014213,0.9976701,0.0000185427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0006896178,0.0007967439,0.02108697,0.001466545,0.001442343,0.0005670466,0.3286423,0.2384438,0.4068647],"genre_scores_gemma":[0.004874782,0.0007856789,0.01508326,0.001154804,0.0003213436,0.0009573468,0.3361981,0.3148985,0.3257262],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7234934,"threshold_uncertainty_score":0.3944031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737931967306778,"score_gpt":0.2878927870599843,"score_spread":0.2505134673869165,"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."}}