{"id":"W4248708251","doi":"10.24908/iqurcp.9309","title":"Evaluating the Genetic Structure of Camissoniopsis cheiranthifolia in California Dune Restorations","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Turfgrass Adaptation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Habitat; Habitat fragmentation; Fragmentation (computing); Biology; Habitat destruction; Sand dune stabilization; Restoration ecology; Ecology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002942474,0.0002103535,0.0002010494,0.001211327,0.0006777366,0.0004645776,0.0002964228,0.0002517106,0.0007439867],"category_scores_gemma":[0.0004109053,0.0001307639,0.0001599164,0.0006385472,0.0003312426,0.0001313499,0.0002542395,0.0003321644,0.00007348188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007401966,"about_ca_system_score_gemma":0.0003225918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05442169,"about_ca_topic_score_gemma":0.1500269,"domain_scores_codex":[0.9997817,0.00001989539,0.00001054015,0.0001023246,0.00005547496,0.00003018291],"domain_scores_gemma":[0.9996222,0.00005373931,0.0001248074,0.00002610651,0.0001022045,0.0000709505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154857,0.0002320178,0.9430698,0.00004567176,0.00007911854,0.000221049,0.001824009,0.0002847816,0.03637058,0.00007495138,0.000229295,0.0173531],"study_design_scores_gemma":[0.000002404176,0.00003411941,0.9991541,0.000003607825,0.00000857293,0.0000355149,0.0002481531,0.00008385266,0.0002251046,0.000004479844,0.0001978936,0.000002344095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994018,0.00004769977,0.00003935695,0.000007280199,0.00000136908,0.000006372336,0.0000723569,0.000002188678,0.000421658],"genre_scores_gemma":[0.9990616,0.00005255429,0.0003035119,0.00001280654,0.000001745614,0.000009382731,0.0002610181,0.000002170979,0.0002951749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05442169,"threshold_uncertainty_score":0.1082098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362416660493259,"score_gpt":0.4059931538197958,"score_spread":0.2697514877704699,"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."}}