{"id":"W6947590896","doi":"10.3897/zookeys.179.2598.map11","title":"Map 11 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":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0003885783,0.001433803,0.0009172253,0.003841573,0.0009855485,0.002490002,0.001518894,0.0007359718,0.6916061],"category_scores_gemma":[0.002779997,0.0005821086,0.0006688457,0.007373472,0.0005038634,0.001365857,0.001420948,0.001230949,0.4980863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598357,"about_ca_system_score_gemma":0.00474061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2194068,"about_ca_topic_score_gemma":0.3550907,"domain_scores_codex":[0.9996912,0.00002198465,0.00001674898,0.00005716115,0.0001294579,0.0000833606],"domain_scores_gemma":[0.99876,0.0001362389,0.00006939894,0.0001075024,0.000726932,0.0001998546],"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":[0.00003018111,0.00001254246,0.0004780554,0.0003881867,0.000007862056,0.00005854439,0.00007591127,0.00006511191,0.0001439437,0.0003144266,0.9797024,0.01872291],"study_design_scores_gemma":[0.00004197378,0.00000616342,0.00600946,0.0002787211,0.00001070132,0.00009234597,0.0001693055,0.0001081059,0.000225638,0.0004128408,0.9926278,0.00001696842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0008504391,0.0005929886,0.001367802,0.0004825581,0.0003573709,0.0002531982,0.754645,0.003366796,0.2380839],"genre_scores_gemma":[0.005627004,0.001527647,0.005020719,0.0001810346,0.0001219056,0.000482838,0.7557117,0.002762724,0.2285645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7805932,"threshold_uncertainty_score":0.4398865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527791719102028,"score_gpt":0.2237937586567523,"score_spread":0.208515841465732,"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."}}