{"id":"W6942311689","doi":"10.14473/csda/hgzkpi/sqxy67","title":"K02_CSHPS201.pdf","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":"Identification (biology); Product (mathematics); Process (computing)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001671607,0.0006887692,0.0006510905,0.0001882634,0.003218241,0.001880768,0.008748159,0.0004005787,0.03997988],"category_scores_gemma":[0.001368922,0.0003326786,0.000268253,0.002480299,0.0007775787,0.001358885,0.00573339,0.001765627,0.269306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599927,"about_ca_system_score_gemma":0.000495553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005419842,"about_ca_topic_score_gemma":0.002470172,"domain_scores_codex":[0.9935417,0.0002565373,0.0007006787,0.002483169,0.001516911,0.001501068],"domain_scores_gemma":[0.9955614,0.002504955,0.0003456139,0.0008227171,0.0001518104,0.0006134722],"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":[0.00003487181,0.0001433669,0.00005940226,0.00006492854,0.00004588177,0.00008454284,0.0002262255,1.418069e-7,0.007340848,0.001955558,0.9767507,0.01329352],"study_design_scores_gemma":[0.00003224414,0.0001921406,0.0002472175,0.000277646,0.0002029054,0.0000681852,0.001021563,0.0002402644,0.0000490189,0.004636548,0.9922838,0.0007484711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003715256,0.0004511379,0.000005785836,0.001545988,0.005439926,0.0005563,0.9678606,0.00009799684,0.02367068],"genre_scores_gemma":[0.000335012,0.004060551,0.0001016908,0.0007020784,0.005419157,0.00002774688,0.9868348,0.000004959705,0.002513959],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2293261,"threshold_uncertainty_score":0.9999125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576678406675029,"score_gpt":0.3030045882543513,"score_spread":0.267237804187601,"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."}}