{"id":"W6913090492","doi":"10.5281/zenodo.8146953","title":"AgroEcoLLNet Vision and mission document","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Horizon 2020 Framework Programme","keywords":"Deliverable; Work (physics); Key (lock); Set (abstract data type); Action (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005380644,0.00129332,0.0005124974,0.001955276,0.001241336,0.005362182,0.002523979,0.002164518,0.1395336],"category_scores_gemma":[0.003785096,0.0005438671,0.0004494615,0.001281339,0.0005888636,0.003237578,0.003688475,0.002420436,0.1583458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161395,"about_ca_system_score_gemma":0.008179453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02481693,"about_ca_topic_score_gemma":0.01810659,"domain_scores_codex":[0.9981668,0.0002477891,0.00006662146,0.0002076322,0.001041784,0.0002693819],"domain_scores_gemma":[0.9967878,0.000183409,0.0001311164,0.000428499,0.001744524,0.0007247757],"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":[0.0001259817,0.0001509748,0.0003275224,0.0003774375,0.00000884151,0.00009052566,0.0002093895,0.001030976,0.003836433,0.02819435,0.8851084,0.08053926],"study_design_scores_gemma":[0.00001223775,0.00002880999,0.000235442,0.00006693817,0.000002314772,0.00003145201,0.00005613894,0.0003105491,0.0007233788,0.002022001,0.9964975,0.00001329009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004688224,0.001663221,0.09803388,0.009347609,0.005182556,0.002489263,0.1129824,0.03347228,0.7321405],"genre_scores_gemma":[0.01380702,0.00212521,0.08317021,0.002612665,0.000610856,0.002276854,0.2786306,0.01462508,0.6021414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1395336,"threshold_uncertainty_score":0.4667864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503061634122043,"score_gpt":0.232961236595688,"score_spread":0.2079306202544676,"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."}}