{"id":"W6947521777","doi":"10.3897/zookeys.179.2603.map23","title":"Map 23 from: Webster R, Sweeney J, DeMerchant I (2012) New Coleoptera records from New Brunswick, Canada: Elateridae. ZooKeys 179: 93-113. https://doi.org/10.3897/zookeys.179.2603","year":2012,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Line drawings; Key (lock); Natural (archaeology)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004437388,0.001072743,0.001017303,0.000462884,0.001205494,0.001156863,0.003353775,0.000913113,0.895483],"category_scores_gemma":[0.0003486322,0.001098166,0.0002798421,0.0004871924,0.0002700291,0.0004102224,0.00296472,0.002163102,0.3210507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099516,"about_ca_system_score_gemma":0.0007134672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4898577,"about_ca_topic_score_gemma":0.02037252,"domain_scores_codex":[0.9930782,0.000493402,0.0009817436,0.00173109,0.001782056,0.001933498],"domain_scores_gemma":[0.9948596,0.0001166562,0.0005951762,0.002042495,0.0004539647,0.001932054],"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":[0.0001838751,0.0001678332,0.0001568616,0.0002460836,0.0006195891,0.0001272935,0.0003644738,0.000002375451,0.003087119,0.0001176966,0.9794659,0.0154609],"study_design_scores_gemma":[0.001702578,0.0001084423,0.0007068424,0.0006419629,0.00016645,0.000006143076,0.0001748928,0.00003530095,0.003129809,0.00007590104,0.992083,0.001168731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003612888,0.003879364,0.0002697833,0.001602988,0.001000724,0.000751049,0.0007182456,0.001461327,0.9867036],"genre_scores_gemma":[0.003906511,0.0008843338,0.0004550039,0.0003369948,0.006304635,3.058784e-7,0.01309273,0.008745092,0.9662744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5744323,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944099957884284,"score_gpt":0.2251325720140251,"score_spread":0.1956915724351823,"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."}}