{"id":"W4403540180","doi":"10.18174/197716","title":"Micropropagation technology in early phases of commercial seed potato production","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Micropropagation; Horticulture; Biology; Engineering; Tissue culture; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780191,0.0001497193,0.0002570014,0.0001367122,0.00005813512,0.00001937037,0.0002384168,0.0003280488,0.0002238755],"category_scores_gemma":[0.0001175778,0.00006085945,0.00004966652,0.0009710602,0.00004724371,0.0000849819,0.00001938683,0.0002807074,0.0000235073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003893777,"about_ca_system_score_gemma":0.0000232788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436034,"about_ca_topic_score_gemma":0.02162957,"domain_scores_codex":[0.9988122,0.00005146912,0.0003154545,0.0003215597,0.0002491358,0.0002501834],"domain_scores_gemma":[0.9995353,0.00004984516,0.000157256,0.00005490205,0.0001721855,0.0000304641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001675128,0.0001633865,0.03533108,0.00002363972,0.000007925821,0.000007074387,0.00008582757,4.534847e-7,0.8857683,0.00009588841,0.0002357172,0.07811318],"study_design_scores_gemma":[0.0001423244,0.0002805159,0.5874485,0.0001198498,0.000009574278,0.00001260427,0.0009194812,0.000003883856,0.4087897,0.001082029,0.0009847307,0.0002068028],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951069,0.0001134728,1.602387e-7,0.0006814299,0.0001472175,0.0004482763,0.00002223681,0.0000524466,0.00342788],"genre_scores_gemma":[0.9891781,0.000126709,0.00003308231,0.000007896077,0.0001038098,0.00003586994,0.001464178,0.000001215658,0.009049187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5521174,"threshold_uncertainty_score":0.9962232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179290795534638,"score_gpt":0.2663425431618299,"score_spread":0.2484134636083661,"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."}}