{"id":"W6942094887","doi":"10.14473/csda/xckfy2/g3rcjn","title":"OM14_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":[0.001385751,0.003039654,0.001945818,0.006914523,0.0009790914,0.00488602,0.003455523,0.002615263,0.1982363],"category_scores_gemma":[0.008035114,0.001218978,0.001694723,0.01199205,0.0007817317,0.001977925,0.003581543,0.002041935,0.2498008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185155,"about_ca_system_score_gemma":0.00407735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03070968,"about_ca_topic_score_gemma":0.03280091,"domain_scores_codex":[0.998378,0.0002021296,0.0001989556,0.0004860476,0.0003740642,0.000360752],"domain_scores_gemma":[0.9969757,0.0008512856,0.0002690671,0.0008247159,0.0006706178,0.0004085855],"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":[0.0000573069,0.00001376025,0.0003660647,0.0006176866,0.00002968012,0.00001468358,0.00001949304,0.0001530503,0.0001111311,0.0004423126,0.9966995,0.001475325],"study_design_scores_gemma":[0.0002955781,0.00001404244,0.002864545,0.0002160377,0.0000365712,0.00003158295,0.00006809846,0.0002824345,0.0004180796,0.000989803,0.9947506,0.00003265251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004422593,0.00002359306,0.00002668075,0.000026456,0.000009642431,0.000004479899,0.9991575,0.0003579618,0.0003494445],"genre_scores_gemma":[0.0002093327,0.000039195,0.0001169733,0.000024073,0.000005485216,0.00003751355,0.9989315,0.0001631559,0.0004728909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8017637,"threshold_uncertainty_score":0.6631664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547827839294878,"score_gpt":0.3021187679508519,"score_spread":0.2666404895579031,"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."}}