{"id":"W6893656667","doi":"10.5281/zenodo.3792820","title":"Gnypeta dentata Klimaszewski &amp; Savard &amp; Pelletier &amp; Webster 2008, sp. nov.","year":2008,"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":"University of Fredericton; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Identification (biology); Government (linguistics); Subject (documents); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274963,0.0009771767,0.0003608616,0.001815039,0.001027432,0.0006419503,0.0009835426,0.0008629859,0.01042076],"category_scores_gemma":[0.0004465018,0.0003157778,0.0003074346,0.0008811199,0.0004246144,0.0008573061,0.0008230355,0.000704872,0.007951317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866535,"about_ca_system_score_gemma":0.001110933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1399468,"about_ca_topic_score_gemma":0.3796664,"domain_scores_codex":[0.9998355,0.000006404883,0.00001531206,0.00003826666,0.00006531211,0.0000392074],"domain_scores_gemma":[0.9997539,0.00001833501,0.00009677681,0.00002890438,0.00006998214,0.00003214189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005427991,0.0002075257,0.1167492,0.001312861,0.0001718527,0.004796853,0.001596907,0.001535225,0.04402133,0.003426633,0.07328082,0.752358],"study_design_scores_gemma":[0.00007502757,0.0001431064,0.6533004,0.0008883795,0.0002175164,0.01132515,0.001657263,0.0006397198,0.007106998,0.0009249647,0.3236388,0.00008260262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3274829,0.02362149,0.01051379,0.001537515,0.002201801,0.001738026,0.02480596,0.00122755,0.6068709],"genre_scores_gemma":[0.7869034,0.01467478,0.02135658,0.001993211,0.0002978708,0.0005006532,0.01785877,0.0001762053,0.1562386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1399468,"threshold_uncertainty_score":0.2782645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729135770886848,"score_gpt":0.2355847778159099,"score_spread":0.1626712007272251,"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."}}