{"id":"W6942540417","doi":"10.14473/csda/hgzkpi/ufxs5k","title":"D01_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":"Product (mathematics); Identification (biology); Work (physics)","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":[0.001557291,0.0006749452,0.0006380362,0.0001828759,0.003139187,0.001835842,0.008546764,0.0003926087,0.04123313],"category_scores_gemma":[0.001260441,0.0003251452,0.0002645558,0.00243592,0.0007627142,0.001346542,0.005626386,0.001729146,0.2608066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589065,"about_ca_system_score_gemma":0.0004835061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215803,"about_ca_topic_score_gemma":0.002438872,"domain_scores_codex":[0.9936808,0.000245663,0.0006828034,0.002438308,0.001485125,0.001467337],"domain_scores_gemma":[0.995628,0.002492009,0.0003312574,0.0008004434,0.0001479244,0.0006003759],"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":[0.00003347192,0.0001396459,0.00007181387,0.00006634992,0.0000449141,0.00008510195,0.0002316759,1.362881e-7,0.007219674,0.001678188,0.978384,0.012045],"study_design_scores_gemma":[0.00003111925,0.0001841334,0.0002605712,0.0002749805,0.0001933142,0.00006355337,0.001072578,0.0002405655,0.00004939913,0.004365223,0.9925311,0.0007334512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000447732,0.0004083561,0.000005051106,0.001651276,0.005315359,0.0005338808,0.9697661,0.00009568389,0.02177649],"genre_scores_gemma":[0.0003631493,0.004092159,0.00009369676,0.0006856328,0.005862621,0.00002658156,0.9870079,0.000004805999,0.001863433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2195734,"threshold_uncertainty_score":0.9999201,"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."}}