{"id":"W2532388418","doi":"10.5281/zenodo.16142632","title":"Pterostichus lattini LaBonte, a new species of carabid beetles (Coleoptera: Carabidae: Pterostichini) from Oregon","year":2006,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; National Museum of Natural History; Oregon State University; Smithsonian Institution","keywords":"Ecology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005332174,0.0003030385,0.0003695402,0.00003841848,0.0004175876,0.000202238,0.0004429205,0.0002747998,0.001561371],"category_scores_gemma":[0.00003160156,0.0001772465,0.0002133596,0.000432692,0.0002949671,0.00123176,0.0002262209,0.0002218624,0.0001957703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005618043,"about_ca_system_score_gemma":0.00007861484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008996115,"about_ca_topic_score_gemma":0.003763514,"domain_scores_codex":[0.9983765,0.00007797919,0.0004016872,0.0004982115,0.0002791744,0.0003664495],"domain_scores_gemma":[0.9992515,0.0001228899,0.0002173828,0.0001553423,0.00005519668,0.0001977013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001769586,0.0001763473,0.9823592,0.00001517494,0.00002910652,0.00004260795,0.00008182366,0.00001218874,0.001502004,0.002271695,0.006706724,0.006626114],"study_design_scores_gemma":[0.0005201149,0.0001552306,0.9249645,0.00006200538,0.00004510461,0.000002920101,0.0001968286,0.000009656406,0.00473909,0.0002709941,0.06871304,0.0003205464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984143,0.0004278139,0.00006152912,0.001211529,0.0003984558,0.0003258578,0.003897549,0.000225214,0.009309089],"genre_scores_gemma":[0.9973226,0.00004495152,0.0007840761,0.0003220048,0.0005183426,0.000004827295,0.0004406502,8.465966e-7,0.0005617535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06200631,"threshold_uncertainty_score":0.9993513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324530966819036,"score_gpt":0.1642686099376703,"score_spread":0.1510233002694799,"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."}}