{"id":"W6961039258","doi":"10.14288/1.0408741","title":"[SUB]","year":2011,"lang":"en","type":"other","venue":"Open Collections","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Pipeline (software); Identification (biology); Point (geometry)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006707125,0.001076238,0.0006933206,0.002711651,0.003687359,0.004114394,0.002099769,0.001400879,0.7997063],"category_scores_gemma":[0.002927091,0.0009094086,0.0005060307,0.003831484,0.0008850899,0.003108587,0.00196678,0.001453638,0.5888894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004259114,"about_ca_system_score_gemma":0.007406985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4467502,"about_ca_topic_score_gemma":0.7224905,"domain_scores_codex":[0.9995015,0.00003654997,0.00001650574,0.00008937931,0.0002289429,0.0001271992],"domain_scores_gemma":[0.9980196,0.0001503305,0.00006285647,0.0002502499,0.001106615,0.0004104695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001405747,0.000006772707,0.0001424556,0.00002775587,0.000001186924,0.00001985064,0.00005361857,0.00003059742,0.0001127182,0.001358557,0.9769611,0.02127142],"study_design_scores_gemma":[0.000005080216,0.000002457178,0.0010288,0.00001839362,0.000001212681,0.00001147177,0.00005670032,0.00005677911,0.00009105782,0.0002720191,0.998449,0.000007060161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005053369,0.0002517159,0.001316292,0.000955491,0.0005144484,0.0002220915,0.01466683,0.003593332,0.9779743],"genre_scores_gemma":[0.0008232668,0.0001039847,0.0004978493,0.0001522636,0.00005794734,0.00003354077,0.002390387,0.001044069,0.9948966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4467502,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449814605372585,"score_gpt":0.2122287542485668,"score_spread":0.1672472937113083,"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."}}