{"id":"W6961158071","doi":"10.14473/csda/ogaqde/vox25e","title":"kf_data_bez_diakritiky_w4_chps_cz_v1.0.tab","year":2024,"lang":"lv","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":[0.01158025,0.002853659,0.002593065,0.003568904,0.006845244,0.008120562,0.05291924,0.001103883,0.003298943],"category_scores_gemma":[0.006604168,0.002959204,0.0006032442,0.01326587,0.02786283,0.008654931,0.06414733,0.006799305,0.5023327],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059893,"about_ca_system_score_gemma":0.01245193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426304,"about_ca_topic_score_gemma":0.002229396,"domain_scores_codex":[0.9704375,0.001198164,0.002490029,0.01112031,0.008443977,0.00631002],"domain_scores_gemma":[0.9796892,0.001288111,0.001433375,0.01461492,0.0006110608,0.002363367],"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":[0.0001259582,0.0006731865,0.00001036527,0.0008155012,0.0003229943,0.0009054664,0.002148193,4.660601e-7,0.00272333,0.004284611,0.9812914,0.006698508],"study_design_scores_gemma":[0.0007922384,0.0001901478,0.0002106156,0.0009800106,0.001568208,0.0001210981,0.003071245,0.0007443549,0.0001099329,0.009384312,0.9795554,0.003272435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007640255,0.0009550168,0.00004929087,0.0007688976,0.007806668,0.002327254,0.978682,0.0007128576,0.008621581],"genre_scores_gemma":[0.0003779648,0.001232675,0.001449609,0.0007498268,0.01099067,0.0001782081,0.9841717,0.0004983421,0.0003510194],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4990337,"threshold_uncertainty_score":0.9984195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706045446913284,"score_gpt":0.3819772988002498,"score_spread":0.3149168443311169,"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."}}