{"id":"W4292660332","doi":"","title":"Accomplishments and challenges of conifer somatic embryogenesis for the implementation of multi-varietal forestry","year":2005,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Somatic embryogenesis; Forestry; Agroforestry; Computer science; Embryogenesis; Biology; Embryo; Geography; Cell 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02754493,0.000427147,0.0005630144,0.0006183567,0.001241054,0.003023668,0.001936049,0.001378108,0.004788052],"category_scores_gemma":[0.00935715,0.0001888832,0.0004115302,0.0007487315,0.001735061,0.002439275,0.002467697,0.00192108,0.0006734687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117204,"about_ca_system_score_gemma":0.007088138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891965,"about_ca_topic_score_gemma":0.004750844,"domain_scores_codex":[0.9970612,0.001007198,0.0003268857,0.0003577293,0.0007332492,0.000513782],"domain_scores_gemma":[0.9886086,0.005535224,0.000810476,0.001664575,0.002275739,0.001105393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009055742,0.0007085846,0.009750921,0.002142369,0.0001133,0.000315236,0.001448541,0.01717882,0.1019478,0.08369605,0.003356514,0.7784362],"study_design_scores_gemma":[0.0002622576,0.005405833,0.05611412,0.002429975,0.0003116763,0.001817671,0.0118368,0.04045522,0.3600169,0.1116142,0.4094919,0.0002435532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678069,0.06744003,0.262072,0.04716198,0.001110953,0.0005983892,0.0004067409,0.0005700696,0.05283293],"genre_scores_gemma":[0.8247133,0.02385072,0.1431431,0.001201313,0.0002332489,0.0002144249,0.000257482,0.00008779638,0.006298577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02754493,"threshold_uncertainty_score":0.1456733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096023778143339,"score_gpt":0.2502270697158418,"score_spread":0.2092668319344084,"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."}}