{"id":"W6942352533","doi":"10.14473/csda/hgzkpi/bvyqey","title":"D12_CHPS201.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); Context (archaeology)","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":[0.001611929,0.0006769832,0.0006397263,0.0001826566,0.003155889,0.001849376,0.008625075,0.0003939616,0.0406702],"category_scores_gemma":[0.001326717,0.0003258302,0.0002636675,0.002439096,0.0007659561,0.001339559,0.005648167,0.001743707,0.2610742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600699,"about_ca_system_score_gemma":0.0004853079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00532719,"about_ca_topic_score_gemma":0.002447448,"domain_scores_codex":[0.9936592,0.0002449485,0.000686545,0.00244746,0.001490871,0.001470954],"domain_scores_gemma":[0.9956294,0.002477197,0.000338492,0.0008045401,0.0001477759,0.0006025765],"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":[0.00003350742,0.0001401933,0.00006027036,0.00006655511,0.00004484721,0.00008294922,0.0002373583,1.400675e-7,0.006971094,0.001819192,0.9765361,0.0140078],"study_design_scores_gemma":[0.0000316577,0.0001840302,0.0002416119,0.0002805368,0.0001941052,0.00006544526,0.001050246,0.0002306468,0.00004130906,0.003571966,0.9933735,0.000734909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003676142,0.0004034126,0.000004371471,0.001571399,0.005321706,0.0003764383,0.9618301,0.00009506373,0.03002993],"genre_scores_gemma":[0.0002961996,0.004075156,0.00009305259,0.0006978214,0.00547566,0.00002655374,0.9863176,0.000004812176,0.003013089],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.220404,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593912165886802,"score_gpt":0.3028957868532745,"score_spread":0.2669566651944064,"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."}}