{"id":"W6923597328","doi":"10.14473/csda/slq1vs/ai9mh7","title":"kf_data_bez_diakritiky_w1_chps_cz_v1.1.tab","year":2024,"lang":"id","type":"dataset","venue":"Czech Social Science Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Identification (biology); Process (computing); Work (physics); Product (mathematics)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.01114065,0.002841618,0.002583635,0.00342693,0.006776032,0.008029693,0.05161216,0.001078208,0.002409923],"category_scores_gemma":[0.006590659,0.002936394,0.0006077004,0.012683,0.02768822,0.008414627,0.06267273,0.006775714,0.5133912],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074857,"about_ca_system_score_gemma":0.01243695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017934,"about_ca_topic_score_gemma":0.002312885,"domain_scores_codex":[0.9708769,0.001215444,0.002440393,0.01094578,0.008302965,0.006218469],"domain_scores_gemma":[0.9802699,0.001243727,0.00141375,0.01412409,0.0006116005,0.002336912],"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":[0.0001114644,0.0006777353,0.00001051376,0.0008199411,0.0003128031,0.0008611937,0.001914458,2.983611e-7,0.003440248,0.002580256,0.9845766,0.004694517],"study_design_scores_gemma":[0.0007302408,0.0002015249,0.0003114926,0.0009680711,0.001544854,0.000122745,0.002523178,0.0005201852,0.0001304364,0.004703692,0.9850001,0.003243448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007182304,0.0009168924,0.00005177969,0.0007172943,0.00757647,0.002295164,0.978074,0.0006982661,0.009598271],"genre_scores_gemma":[0.0002102048,0.001290315,0.001172598,0.0007320663,0.01007139,0.0001790974,0.9852227,0.0004969365,0.0006246648],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5109813,"threshold_uncertainty_score":0.998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634279339922755,"score_gpt":0.3806139360319234,"score_spread":0.3171860020396479,"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."}}