{"id":"W6942317280","doi":"10.14473/csda/rhiuv3","title":"Život během pandemie (Život k nezaplacení) 51. vlna","year":2024,"lang":"cs","type":"dataset","venue":"Czech Social Science Data Archive","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":["insufficient_payload"],"category_scores_codex":[0.002287577,0.0009901138,0.0009687908,0.0002360226,0.004003636,0.00263438,0.009421759,0.0006232524,0.01479548],"category_scores_gemma":[0.001705004,0.0005030012,0.0003864825,0.002945769,0.0009824954,0.001878278,0.005806323,0.00244671,0.05282331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552471,"about_ca_system_score_gemma":0.000678655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645655,"about_ca_topic_score_gemma":0.003209606,"domain_scores_codex":[0.9914578,0.0004043538,0.00101043,0.003171801,0.001904521,0.002051134],"domain_scores_gemma":[0.9935376,0.003821258,0.0005285531,0.001040201,0.0002010667,0.0008713264],"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":[0.00008155476,0.0002054105,0.0001618674,0.0001008845,0.00007227566,0.0001111388,0.0003922115,5.604688e-7,0.01126591,0.002082363,0.9725329,0.01299287],"study_design_scores_gemma":[0.00007056093,0.0002790702,0.0003360375,0.0004204186,0.0002909323,0.00009900301,0.001860094,0.000469533,0.0001018273,0.003954085,0.9910365,0.001081916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001441092,0.0009103479,0.00001171437,0.002360163,0.005628011,0.0008122761,0.9800623,0.0001777063,0.008596382],"genre_scores_gemma":[0.001807739,0.008917658,0.0001339103,0.000947347,0.005999406,0.00004366271,0.9807568,0.00000978456,0.0013837],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03802783,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328955146450215,"score_gpt":0.309639125216064,"score_spread":0.2663495737515619,"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."}}