{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002470232,0.001074696,0.0006846227,0.003402888,0.001080544,0.001939576,0.001228869,0.0006237074,0.5602239],"category_scores_gemma":[0.001771513,0.0004537898,0.000541537,0.007713846,0.0004158653,0.001054719,0.001034192,0.001005507,0.3249211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301001,"about_ca_system_score_gemma":0.007824535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6642117,"about_ca_topic_score_gemma":0.7889054,"domain_scores_codex":[0.999706,0.00001552709,0.00001457038,0.00004424768,0.0001122699,0.0001074776],"domain_scores_gemma":[0.9986892,0.00006062423,0.00007906974,0.00006300912,0.0008716052,0.00023651],"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":[0.00002974916,0.00001224927,0.001479454,0.0004451079,0.000007150769,0.00006656563,0.0001159265,0.00003577056,0.0002150678,0.0001512002,0.9815254,0.01591634],"study_design_scores_gemma":[0.00004844073,0.000009005285,0.01730696,0.0004548059,0.00001032951,0.00007255468,0.0003933605,0.00007378874,0.0001836844,0.00009175357,0.981341,0.0000142666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001917201,0.001064339,0.0003454097,0.0006715768,0.0005483111,0.0003423838,0.7932516,0.001106329,0.2007528],"genre_scores_gemma":[0.01111375,0.003177886,0.002874184,0.0004894932,0.000159095,0.0005505689,0.6602721,0.001093252,0.3202697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5602239,"threshold_uncertainty_score":0.6755316,"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."}}