{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497794,0.0003468895,0.0002287652,0.0004298745,0.0002836496,0.0004921425,0.0004752208,0.0003156216,0.002353188],"category_scores_gemma":[0.0002732338,0.0002642495,0.0002645527,0.0004822295,0.0001399864,0.0003379396,0.0004047389,0.0006840572,0.001681029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269619,"about_ca_system_score_gemma":0.0002557488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336906,"about_ca_topic_score_gemma":0.001780164,"domain_scores_codex":[0.9998295,0.00003311242,0.00001397308,0.00005196716,0.00005181519,0.00001961659],"domain_scores_gemma":[0.9996812,0.00009414287,0.0000703065,0.00005842487,0.00005774344,0.00003809277],"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":[0.00007439293,0.00005328241,0.001504846,0.0001755743,0.000007946384,0.0002495469,0.0001015682,0.0001795401,0.9654201,0.0001877826,0.0002867177,0.0317587],"study_design_scores_gemma":[0.00001138948,0.0008241088,0.0233238,0.00006991145,0.00007167174,0.001267435,0.0002052982,0.001085788,0.9339428,0.0002036161,0.03897635,0.00001774545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8346166,0.006660231,0.1402251,0.0004239894,0.0001503145,0.0004310373,0.001166046,0.001257188,0.0150695],"genre_scores_gemma":[0.8531823,0.006387751,0.1200954,0.0001455786,0.0000746416,0.0004903678,0.002286032,0.0002314607,0.01710646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002353188,"threshold_uncertainty_score":0.007872224,"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."}}