{"id":"W6968460745","doi":"10.5281/zenodo.15596338","title":"Acrotrichis longipennis","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peck (Imperial); Equinox; Hydrology (agriculture); Debris; West virginia","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":[],"consensus_categories":[],"category_scores_codex":[0.0000696709,0.0006261452,0.0002428866,0.001156471,0.001646436,0.0004026424,0.00032874,0.0002106343,0.02003147],"category_scores_gemma":[0.000145095,0.0001855793,0.0001587573,0.0009782894,0.0003388142,0.000505908,0.0006648721,0.0004742899,0.007023634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830904,"about_ca_system_score_gemma":0.0003703811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05894428,"about_ca_topic_score_gemma":0.1878011,"domain_scores_codex":[0.9999048,0.000008634011,0.000006211862,0.00003005429,0.00003240832,0.00001793135],"domain_scores_gemma":[0.9999056,0.000007413264,0.00003496811,0.000006707918,0.00002758755,0.00001781582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004412635,0.0001850611,0.05020909,0.0009418238,0.0001074368,0.002498294,0.001398434,0.001015202,0.06579279,0.004688466,0.05038679,0.8223353],"study_design_scores_gemma":[0.00005920031,0.0002260126,0.4922107,0.0001951513,0.00006775158,0.003242691,0.001047622,0.000397563,0.001939872,0.0008931042,0.4996814,0.00003899647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4159018,0.01661934,0.005383492,0.0007359936,0.0003830825,0.0004047859,0.01008432,0.001602121,0.548885],"genre_scores_gemma":[0.8949942,0.003557892,0.002719857,0.0004770573,0.0001113844,0.0001120324,0.004705352,0.00007029666,0.09325185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05894428,"threshold_uncertainty_score":0.1172024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573326093539744,"score_gpt":0.2140262169406663,"score_spread":0.1782929560052688,"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."}}