{"id":"W6942391911","doi":"10.14473/csda/qjwlgn/vyjlvk","title":"data_bez_diakritiky_w3_chps_cz_v1.0.tab","year":2024,"lang":"id","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); 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","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.00201533,0.0008725332,0.0008308836,0.0002452708,0.003579541,0.002715572,0.01185946,0.0004625457,0.01448737],"category_scores_gemma":[0.001815625,0.0004457834,0.0002835263,0.003069241,0.0009748784,0.002203454,0.008798699,0.002143282,0.1146092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858727,"about_ca_system_score_gemma":0.0006244426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994758,"about_ca_topic_score_gemma":0.002271972,"domain_scores_codex":[0.9918284,0.0003280376,0.0008855165,0.003306746,0.001809308,0.001842013],"domain_scores_gemma":[0.9944213,0.002971296,0.0003944037,0.001276702,0.0001864895,0.0007497932],"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":[0.00004049436,0.000209149,0.00005196313,0.0001048674,0.000060429,0.0001293322,0.0002451306,9.015663e-8,0.008155036,0.002138844,0.9787502,0.01011444],"study_design_scores_gemma":[0.00004712874,0.0001816299,0.0002643883,0.0003865102,0.0002728361,0.00008710242,0.00128491,0.0001879778,0.00007036881,0.003043968,0.9932036,0.0009696035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003830311,0.000792259,0.000005837661,0.001782433,0.005867033,0.000680419,0.9776421,0.000149311,0.01269759],"genre_scores_gemma":[0.0004682625,0.005964137,0.0001117678,0.0007799229,0.00798789,0.00003939496,0.983458,0.000008581563,0.001182067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1001218,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416335770846562,"score_gpt":0.3067426764959958,"score_spread":0.2651090994113396,"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."}}