{"id":"W6941245982","doi":"10.13140/rg.2.2.24873.98401","title":"participated in the 7 Day International Online Management Development Program on Advanced System Administration &amp; Containerisation using ChatGPT organised by Marian College Kuttikkanam (Autonomous) in association with Red Hat, ipsr solutions limited, and Valin - UK, USA &amp; Canada conducted on 08 August to 17 August 2023","year":2023,"lang":"en","type":"dataset","venue":"","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Administration (probate law); Management development; The Internet; Management system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00137109,0.001952735,0.0009666341,0.002330177,0.0008163856,0.001537272,0.001795812,0.001771316,0.04420262],"category_scores_gemma":[0.004419167,0.0004800615,0.0009364866,0.00359038,0.0003498181,0.000902964,0.00165871,0.001320144,0.06061628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512361,"about_ca_system_score_gemma":0.002253117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06470405,"about_ca_topic_score_gemma":0.1517531,"domain_scores_codex":[0.9991053,0.0001811084,0.0000817779,0.0002730252,0.0002014788,0.0001572288],"domain_scores_gemma":[0.9979039,0.0005207741,0.0002097494,0.0005160883,0.0005165893,0.000332837],"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":[0.0001473947,0.00004581168,0.002801201,0.0003885944,0.00002830308,0.00002440392,0.00004410416,0.0003895671,0.000121983,0.0002731464,0.9931145,0.002620992],"study_design_scores_gemma":[0.0002710405,0.00004498143,0.02678868,0.0002651449,0.00003996452,0.00004475567,0.0002907574,0.000804414,0.0004833617,0.0008522209,0.9700742,0.00004059968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004656105,0.00002932664,0.00004454702,0.00004231854,0.00001915143,0.00001190455,0.9985815,0.0001274562,0.0006780976],"genre_scores_gemma":[0.0007149104,0.00002054366,0.0002305586,0.00003176683,0.000003999691,0.00005598995,0.9975285,0.00003122328,0.001382594],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9557974,"threshold_uncertainty_score":0.1478725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638241657787632,"score_gpt":0.2637347874334687,"score_spread":0.2273523708555923,"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."}}