{"id":"W6930166222","doi":"10.5281/zenodo.10881268","title":"MyNDIR: My Norse Digital Image Repository","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Spell; Selection (genetic algorithm); Icelandic; Acronym; Philology; Digital library; Artifact (error)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001519428,0.0001048093,0.00007969025,0.00009808975,0.0006694024,0.00316275,0.0003413676,0.00003930288,0.004241535],"category_scores_gemma":[0.00005625474,0.0001005599,0.00003436004,0.0002188504,0.00006413647,0.0005190076,0.0002808723,0.0001574055,0.007427741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007483255,"about_ca_system_score_gemma":0.00000170135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000344807,"about_ca_topic_score_gemma":1.953852e-8,"domain_scores_codex":[0.999219,0.00003563386,0.0001601693,0.0002028066,0.0001548782,0.0002275123],"domain_scores_gemma":[0.9996,0.000006784179,0.00001223063,0.0001939498,0.00009566118,0.00009138577],"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":[0.00004472517,0.00004573033,0.00000108285,0.001424646,0.0001034427,0.0001791299,0.002724529,0.0005015393,0.1521323,0.001428236,0.4676204,0.3737942],"study_design_scores_gemma":[0.00007193639,0.00004180197,0.0000145993,0.00006768078,0.000006243907,0.0001367377,0.0001009114,0.006457848,0.004280065,0.00008302941,0.9885998,0.0001393731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06928533,0.001241862,0.007520425,0.0002603852,0.0009437788,0.0002737124,0.0002108134,0.007227642,0.913036],"genre_scores_gemma":[0.9958909,0.00005460657,0.0001203323,0.00001907633,0.0003114523,2.15717e-8,0.0003137863,0.00122834,0.002061527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9266055,"threshold_uncertainty_score":0.9978721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376363642611057,"score_gpt":0.1975689940124336,"score_spread":0.183805357586323,"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."}}