{"id":"W6967575071","doi":"10.5281/zenodo.10167340","title":"Oxypoda hiemalis Casey 1911","year":2023,"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":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Litter; Plant litter; Sphagnum; Frass; Carex; Deciduous","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":[0.0001699144,0.0009590536,0.0004006571,0.001792934,0.001406942,0.0005378305,0.0007213115,0.0006228852,0.03577705],"category_scores_gemma":[0.0006102604,0.0002493559,0.0001705323,0.001231637,0.0005493653,0.001809124,0.0009599128,0.0007162645,0.01005799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009708399,"about_ca_system_score_gemma":0.0002552431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211039,"about_ca_topic_score_gemma":0.02300152,"domain_scores_codex":[0.9997163,0.00002070738,0.00002418981,0.0001098428,0.00008347606,0.00004541381],"domain_scores_gemma":[0.9997743,0.00003323593,0.0001012298,0.00002193583,0.00004651918,0.00002289626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000453622,0.0002870654,0.03538481,0.0007591222,0.00005594531,0.004935644,0.001609066,0.000545795,0.01892603,0.004346165,0.08048461,0.8522121],"study_design_scores_gemma":[0.000103229,0.0003717797,0.2934219,0.0005638403,0.0000997592,0.0076904,0.001446401,0.0005556199,0.002129359,0.00158253,0.6919952,0.00003992109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3188277,0.0199424,0.005294744,0.001331929,0.001571281,0.0008753082,0.01058004,0.0008772587,0.6406993],"genre_scores_gemma":[0.8794515,0.005446432,0.004677192,0.001284327,0.0006262643,0.0003651358,0.006193877,0.00005849175,0.1018967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03577705,"threshold_uncertainty_score":0.1196862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215255088807937,"score_gpt":0.2260649126430042,"score_spread":0.1739123617549249,"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."}}