{"id":"W4237798977","doi":"10.1007/b138240","title":"Haploids in Crop Improvement II","year":2005,"lang":"en","type":"book","venue":"Biotechnology in agriculture and forestry","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Plant Biotechnology Institute","funders":"","keywords":"Crop; Agronomy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001515745,0.0003877432,0.0004997739,0.0000896586,0.0001678403,0.00002466853,0.0004475701,0.001947171,0.00007759903],"category_scores_gemma":[0.00004398369,0.0001352631,0.00008101804,0.0003111156,0.0002430394,0.0000680482,0.000639073,0.001246319,0.00002358603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180195,"about_ca_system_score_gemma":0.00002289158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915364,"about_ca_topic_score_gemma":0.01426936,"domain_scores_codex":[0.9981541,0.00002126364,0.0003919913,0.00061944,0.0002271732,0.0005860254],"domain_scores_gemma":[0.9996212,0.00005896003,0.0001293544,0.00008942993,0.00003031616,0.00007075891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064297,0.000516539,0.003099073,0.0001360468,0.0001381213,0.000461069,0.0001595019,0.000004095341,0.4942833,0.008412146,0.27964,0.2130437],"study_design_scores_gemma":[0.000324637,0.0006455199,0.03318788,0.0002288907,0.00001484324,0.00004189146,0.0001402498,0.000004077994,0.003305743,0.003219568,0.9582968,0.0005898527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8894048,0.01991868,2.521516e-7,0.02049377,0.0002698564,0.001677341,0.001246381,0.0003740637,0.06661491],"genre_scores_gemma":[0.1221787,0.05686576,0.0001170927,0.000596955,0.001709709,0.0003961579,0.001626662,0.000009656972,0.8164994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7672261,"threshold_uncertainty_score":0.9993485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201283988545511,"score_gpt":0.2171680579893538,"score_spread":0.2051552181038988,"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."}}