{"id":"W6928765162","doi":"10.3897/zookeys.179.2598.map24","title":"Map 24 from: Webster R, Sweeney J, DeMerchant I (2012) New Coleoptera records from New Brunswick, Canada: Mycetophagidae, Tetratomidae, and Melandryidae. ZooKeys 179: 215-242. https://doi.org/10.3897/zookeys.179.2598","year":2012,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Identification (biology); Natural (archaeology); Line drawings","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006572782,0.0009281383,0.0009793309,0.0007382357,0.001737159,0.00238965,0.004490027,0.0004141537,0.2955647],"category_scores_gemma":[0.000358835,0.0009156368,0.0001815232,0.0007179518,0.0004313282,0.001030807,0.009621375,0.00135946,0.107597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007169258,"about_ca_system_score_gemma":0.0006400727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3257477,"about_ca_topic_score_gemma":0.0240591,"domain_scores_codex":[0.9933358,0.0007291383,0.0007765929,0.001865443,0.001727097,0.001565948],"domain_scores_gemma":[0.9953465,0.0001671469,0.0004896756,0.001900551,0.0005472122,0.001548857],"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":[0.00008804497,0.0001122917,0.0004694802,0.00008818092,0.0005436044,0.0001620859,0.001172389,0.000001923964,0.00005564695,0.000848586,0.975588,0.02086973],"study_design_scores_gemma":[0.001407551,0.0002672879,0.006739259,0.000370874,0.00009689316,0.00000775991,0.0001566265,0.0002369951,0.0001320055,0.000263194,0.9893934,0.0009281695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001820062,0.006455978,0.007268322,0.003814825,0.002250897,0.001577941,0.0004321502,0.001633661,0.9747462],"genre_scores_gemma":[0.003835599,0.001079937,0.002862683,0.0004119856,0.002302969,4.139779e-7,0.001432731,0.00307095,0.9850028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3016886,"threshold_uncertainty_score":0.9995624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346279436055594,"score_gpt":0.2355538819750636,"score_spread":0.2020910876145076,"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."}}