{"id":"W6942121421","doi":"10.14473/csda/xckfy2/0z2ko1","title":"D05_CHPS101.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":"Process (computing); Identification (biology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001128541,0.002428661,0.001419074,0.00401964,0.0008435365,0.003790847,0.002787266,0.002004155,0.1798],"category_scores_gemma":[0.005878387,0.0008864411,0.001429206,0.006603674,0.000577606,0.00144069,0.002661356,0.001680463,0.2252958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601582,"about_ca_system_score_gemma":0.002967175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02551834,"about_ca_topic_score_gemma":0.02929235,"domain_scores_codex":[0.9988343,0.0001658307,0.0001216499,0.0003856253,0.0002568211,0.0002357768],"domain_scores_gemma":[0.9977285,0.00056399,0.0001760367,0.0006727326,0.0005027644,0.0003560417],"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":[0.00005576183,0.00001290282,0.00038751,0.0003689345,0.00002084264,0.00001154016,0.00001108867,0.0001453926,0.0000867181,0.0003180246,0.9973459,0.001235346],"study_design_scores_gemma":[0.0003433221,0.00002205241,0.003625524,0.0001593719,0.00003073775,0.00003937128,0.00005950928,0.0003695528,0.0004358231,0.0008368181,0.9940492,0.00002882674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006077687,0.00002703643,0.0000266479,0.0000362689,0.00001473745,0.000005202139,0.9989919,0.0003565636,0.0004808546],"genre_scores_gemma":[0.0002315505,0.00003373613,0.00009213058,0.00003379428,0.000005451697,0.00003199612,0.9988387,0.00009130706,0.0006412799],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8202,"threshold_uncertainty_score":0.6014908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564513924765039,"score_gpt":0.3023532301385566,"score_spread":0.2667080908909062,"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."}}