{"id":"W4402287989","doi":"10.20944/preprints202409.0305.v1","title":"Development of a Feasible and Efficient In Vitro Rescue Protocol for Immature <em>Prunus </em>spp. Embryos","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural University of Athens; Bursa Uludağ Üniversitesi; National and Kapodistrian University of Athens; University of Victoria","keywords":"In vitro; Protocol (science); Prunus; Biology; Cell biology; Chemistry; Horticulture; Genetics; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005294346,0.000886602,0.000715406,0.0004570913,0.0003898132,0.0004240976,0.000885305,0.0004316774,0.001808601],"category_scores_gemma":[0.0003234581,0.000374252,0.0004827545,0.0002589012,0.0002490703,0.0003435028,0.0006018959,0.001093199,0.001590583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167411,"about_ca_system_score_gemma":0.0003923067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005315988,"about_ca_topic_score_gemma":0.001679597,"domain_scores_codex":[0.9996557,0.00004584878,0.00008648097,0.00009116014,0.00008398618,0.00003668654],"domain_scores_gemma":[0.9996701,0.00007094273,0.0000795823,0.00008056602,0.0000645949,0.00003413853],"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":[0.000009004603,0.000006601417,0.00003903726,0.00004436644,0.000001764086,0.00004321191,0.00001403427,0.00002622558,0.9987289,0.00003112099,0.00003853389,0.001017193],"study_design_scores_gemma":[0.00000700208,0.0001275782,0.002543165,0.0000162806,0.00004019888,0.0004420054,0.00003735805,0.0005798162,0.9876049,0.00003473493,0.008556748,0.0000102917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6245615,0.003687431,0.3469604,0.0004088479,0.0004306503,0.002965104,0.007109034,0.002249351,0.01162768],"genre_scores_gemma":[0.6392868,0.004066694,0.3143414,0.0003350405,0.00007452942,0.002195508,0.01658911,0.001116921,0.02199408],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001808601,"threshold_uncertainty_score":0.006050408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09936122307186238,"score_gpt":0.327653654502214,"score_spread":0.2282924314303516,"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."}}