{"id":"W7110544947","doi":"","title":"Current status of seed system and actions for its revitalization and transformation in Tigray : RAISE-FS brief # 008","year":2025,"lang":"en","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Current (fluid); Transformation (genetics); Work (physics); Production (economics)","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":[0.00221884,0.0003358063,0.0002287705,0.0008794567,0.001516642,0.004105452,0.00219928,0.001112189,0.02303521],"category_scores_gemma":[0.003560842,0.0002105018,0.0004369131,0.001833664,0.0009340935,0.002263749,0.001296166,0.001229913,0.001096722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01343594,"about_ca_system_score_gemma":0.03934315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3799652,"about_ca_topic_score_gemma":0.5766062,"domain_scores_codex":[0.9993333,0.000188007,0.00001614687,0.00004543218,0.00014005,0.0002768663],"domain_scores_gemma":[0.9985098,0.000552941,0.0001058043,0.0001133747,0.0003409707,0.0003769874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002819381,0.0003595998,0.04411288,0.001409149,0.00005674068,0.0008422018,0.005194651,0.02285359,0.002244166,0.2719484,0.3021168,0.3485799],"study_design_scores_gemma":[0.00006589472,0.0001432568,0.03526138,0.0008843351,0.0001020519,0.0001950034,0.01862606,0.02619205,0.002579098,0.06455057,0.8513175,0.0000828127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1705981,0.006844514,0.01931287,0.1508139,0.002129696,0.0005473956,0.01731394,0.002685179,0.6297545],"genre_scores_gemma":[0.7809887,0.009330422,0.02941293,0.004550755,0.0002513833,0.0003676437,0.004906795,0.0005759621,0.1696154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3799652,"threshold_uncertainty_score":0.7555072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607585745719034,"score_gpt":0.2690650501471251,"score_spread":0.2429891926899348,"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."}}