{"id":"W6894002272","doi":"10.5281/zenodo.7040158","title":"CLS INFRA Poster Presentation DH2022 Tokyo","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliverable; Presentation (obstetrics); Quarter (Canadian coin); Meaning (existential); CLs upper limits","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002844711,0.001058692,0.0006625715,0.001642519,0.002894798,0.006878586,0.001440933,0.002167465,0.6369995],"category_scores_gemma":[0.002758152,0.0004461656,0.0007739658,0.001065867,0.0007355617,0.002725146,0.005002856,0.002966795,0.3608236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130528,"about_ca_system_score_gemma":0.00207169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935888,"about_ca_topic_score_gemma":0.007578575,"domain_scores_codex":[0.9987758,0.000188464,0.00004334958,0.0003012473,0.000517374,0.0001738042],"domain_scores_gemma":[0.9975643,0.0002473303,0.00007974434,0.0002724234,0.001014007,0.0008221652],"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":[0.0001192308,0.0000260928,0.00006874419,0.0001162614,0.000004620536,0.00007710138,0.0001191096,0.00007721131,0.0008007304,0.003487548,0.9717999,0.02330351],"study_design_scores_gemma":[0.0000171015,0.00002706621,0.0003611427,0.00007487438,0.000003215413,0.00004248329,0.0001557319,0.00008213403,0.0002720182,0.001118708,0.9978393,0.000006312319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004066007,0.005278158,0.007821961,0.01948818,0.06996776,0.0008016237,0.02348194,0.004706859,0.8643876],"genre_scores_gemma":[0.008949308,0.0009268338,0.002078091,0.0009876408,0.005706837,0.0002091677,0.01210963,0.001838095,0.9671943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6369995,"threshold_uncertainty_score":0.5177761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06935271084874689,"score_gpt":0.2373723992660355,"score_spread":0.1680196884172886,"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."}}