{"id":"W3147037317","doi":"","title":"Mutation Techniques for Gene Discovery and Crop Improvement","year":2007,"lang":"en","type":"article","venue":"分子植物育种","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mutation; Crop; Genetics; Biology; Gene; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00139098,0.0006341925,0.0009085567,0.001439592,0.0007670508,0.0007478829,0.001179849,0.001089145,0.002093241],"category_scores_gemma":[0.00131141,0.000590331,0.000720219,0.001028582,0.001188557,0.001154529,0.0009849994,0.002800128,0.0008622741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987932,"about_ca_system_score_gemma":0.0004928925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006157047,"about_ca_topic_score_gemma":0.0007075402,"domain_scores_codex":[0.999313,0.0002355034,0.00004090457,0.0001069186,0.0002502344,0.00005343017],"domain_scores_gemma":[0.9994092,0.0003113454,0.00007420159,0.0001173988,0.00005159876,0.00003630302],"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":[0.0002505968,0.0001461555,0.0003087819,0.0004284887,0.0000540378,0.0001730425,0.00009992952,0.001073217,0.9060718,0.02322985,0.001018125,0.06714598],"study_design_scores_gemma":[0.0002521807,0.0009358941,0.00163221,0.0001303648,0.0002115761,0.001707024,0.0001135414,0.008879101,0.8770638,0.02586791,0.08311735,0.00008901466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1076086,0.0297368,0.8449655,0.002088399,0.0006884726,0.0008119876,0.0007362665,0.001482579,0.01188138],"genre_scores_gemma":[0.4038473,0.03184012,0.5478082,0.0008305183,0.0002828468,0.001120443,0.001264736,0.0004048005,0.01260097],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002093241,"threshold_uncertainty_score":0.007356286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169493983567726,"score_gpt":0.2476871403740065,"score_spread":0.2307377420172339,"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."}}