{"id":"W6966354456","doi":"10.48448/g254-m382","title":"Christiana Moser, University of Toronto","year":2024,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Subject (documents); Context (archaeology); Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005653425,0.000264381,0.0003362437,0.0003283029,0.00008068396,0.00004569649,0.001353732,0.0001831161,0.01078906],"category_scores_gemma":[0.00005785839,0.0002701606,0.00007915077,0.0007481488,0.002016412,0.0002069914,0.0004254636,0.0001916748,0.01124946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006765713,"about_ca_system_score_gemma":0.0009200153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04416081,"about_ca_topic_score_gemma":0.06736069,"domain_scores_codex":[0.9977439,0.00002887033,0.0001670378,0.0007596963,0.0008799057,0.0004205716],"domain_scores_gemma":[0.9986491,0.0000155277,0.0002279676,0.0007913197,0.0001242193,0.0001918434],"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":[0.000005831062,0.00005753035,0.00001443997,0.00009899886,0.00003604887,0.00003475276,0.0002005392,0.000005898687,0.001499368,0.006120768,0.989583,0.002342786],"study_design_scores_gemma":[0.0001862154,0.00005429211,0.00004127895,0.0003012413,0.00008642382,0.000005575296,0.0006249642,0.002090385,0.00008096472,0.0003719269,0.9958224,0.0003343105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003271096,0.00664492,0.0003343074,0.00005483281,0.0007176002,0.0002277312,0.0004903316,0.0005288817,0.9909687],"genre_scores_gemma":[0.0098421,0.0002676287,0.006889643,0.00002490068,0.0002237875,3.46015e-7,0.00003429563,0.0005648338,0.9821525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02319988,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394784159315591,"score_gpt":0.2665554420013421,"score_spread":0.2526076004081861,"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."}}