{"id":"W6942423803","doi":"10.14473/csda/hgzkpi/akyxhs","title":"OM09_CHPS101, 201, 301, 401.tab","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":"Selection (genetic algorithm); Ammunition; Pillar","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":[0.001948002,0.0008729281,0.0008352163,0.0002326873,0.003759824,0.002141295,0.009832935,0.000514822,0.01464138],"category_scores_gemma":[0.001587731,0.0004335408,0.0003440067,0.002878058,0.0009549322,0.001635921,0.006447227,0.00208852,0.08927923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008156,"about_ca_system_score_gemma":0.0006107258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566573,"about_ca_topic_score_gemma":0.002817037,"domain_scores_codex":[0.9921616,0.0003304067,0.0008794957,0.00297384,0.00180826,0.001846404],"domain_scores_gemma":[0.9947126,0.002842454,0.0004532793,0.001042351,0.000199005,0.0007503099],"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":[0.00005181317,0.0001833475,0.0001012968,0.00008289953,0.00005968293,0.0001013378,0.0003441954,3.162978e-7,0.007840254,0.001904364,0.9782972,0.01103335],"study_design_scores_gemma":[0.00005005176,0.0002125639,0.0004381803,0.000345719,0.0002481464,0.00007763423,0.001150437,0.0002767313,0.00006610272,0.004463438,0.9917153,0.0009557705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007409317,0.0008689879,0.000008713221,0.001951963,0.007055596,0.0007010036,0.9772734,0.0001436714,0.01125571],"genre_scores_gemma":[0.0006533391,0.006686856,0.000122374,0.0007619085,0.00869884,0.00003741874,0.9814745,0.000007981756,0.001556735],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07463785,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711463235077338,"score_gpt":0.3055178777406132,"score_spread":0.2684032453898398,"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."}}