{"id":"W4412188103","doi":"10.21203/rs.3.rs-7061928/v1","title":"From Wild Halophyte to Future Crop: Genomic Insights into Salicornia","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Halophyte; Crop; Genomic selection; Biology; Agroforestry; Geography; Agronomy; Ecology; Genetics; Salinity","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":[0.0001260639,0.0002239506,0.000219091,0.0002828939,0.0002791316,0.0004733011,0.0001809152,0.0002870128,0.001405554],"category_scores_gemma":[0.0002404929,0.0001124129,0.0001791981,0.0003867821,0.0001617076,0.0003875716,0.0003829755,0.000428433,0.0003238373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818121,"about_ca_system_score_gemma":0.0002862034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004514642,"about_ca_topic_score_gemma":0.006106321,"domain_scores_codex":[0.9999397,0.000004420843,0.000004000986,0.00003000485,0.00001124268,0.00001067487],"domain_scores_gemma":[0.9998724,0.00004273333,0.00002401818,0.00001679612,0.00001356109,0.00003034608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002582294,0.00001474592,0.01067188,0.0001509845,0.00002469042,0.0003704795,0.0005146394,0.0003257196,0.9690338,0.001307805,0.0003127524,0.01701426],"study_design_scores_gemma":[0.00006522612,0.0002778246,0.7849666,0.0002337687,0.0001756704,0.00155893,0.002817107,0.002923841,0.1357304,0.007254403,0.0639388,0.00005755328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851676,0.002235039,0.003134793,0.0005902597,0.00001325957,0.00001403999,0.005375657,0.00006502089,0.00340442],"genre_scores_gemma":[0.9800398,0.002745596,0.004193991,0.0002265452,0.00001206619,0.00001360914,0.01022753,0.00005216759,0.002488723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004514642,"threshold_uncertainty_score":0.008976698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897742680264103,"score_gpt":0.3352636329718011,"score_spread":0.2862862061691601,"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."}}