{"id":"W2413134795","doi":"10.14288/1.0042171","title":"Breeding native grasses for alpine reclamation in Alberta","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Land reclamation; Agronomy; Geography; Environmental science; Agroforestry; Biology; Ecology","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":[0.00008486883,0.00002237728,0.0001115995,0.000007120319,0.0001109152,0.00002992158,0.0001354419,0.00006059466,0.00004535847],"category_scores_gemma":[0.00002767763,0.00003824756,0.0000476075,0.0001779562,0.00003304789,0.0001210869,0.0000156706,0.000039851,0.000002531188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001808765,"about_ca_system_score_gemma":0.000006142614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0727367,"about_ca_topic_score_gemma":0.8307818,"domain_scores_codex":[0.9995764,0.00001886043,0.00006614727,0.0001532788,0.00006309637,0.0001221691],"domain_scores_gemma":[0.9997073,0.0001203407,0.00006082638,0.00002102652,0.00005594973,0.00003460002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001350224,0.00007553746,0.02773564,0.000007036793,0.00000540846,0.00000567418,0.00005112222,0.000005604333,0.01112794,0.00001091764,0.001042474,0.9599192],"study_design_scores_gemma":[0.0002215613,0.0002143214,0.9962255,0.00004827297,0.000005572861,0.000006488551,0.0002484843,0.0001313933,0.0000136686,0.0009679033,0.001829089,0.00008771681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979857,0.00002818617,0.00003280797,0.0004033918,0.00002978842,0.0001731771,0.0001224934,0.000008347728,0.001216114],"genre_scores_gemma":[0.9992514,0.00005970895,0.0002393347,0.00004792464,0.00003004792,3.32123e-7,0.0000629529,2.357214e-7,0.0003080671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9684899,"threshold_uncertainty_score":0.933438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656598861584391,"score_gpt":0.1729091272915443,"score_spread":0.1563431386757004,"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."}}