{"id":"W6911073745","doi":"10.5281/zenodo.10167012","title":"Atheta (Chaetida) longicornis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Habitat; Table (database); Cow dung; Spring (device)","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":[0.0001504916,0.0007941543,0.0003453929,0.002156582,0.001181224,0.000350887,0.0005819153,0.0004960314,0.03095083],"category_scores_gemma":[0.0002857456,0.0002336033,0.0001360658,0.0009533777,0.0005525461,0.0008760113,0.0007452847,0.0006092144,0.01087444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007834261,"about_ca_system_score_gemma":0.00023359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273773,"about_ca_topic_score_gemma":0.04284575,"domain_scores_codex":[0.9998631,0.00001487996,0.00001026816,0.00006217569,0.0000292685,0.00002020664],"domain_scores_gemma":[0.9998263,0.00003397159,0.00006085792,0.00001368895,0.00003434098,0.00003086278],"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":[0.0004207303,0.0002211347,0.02943403,0.0008880067,0.0000661635,0.00237693,0.001265434,0.0008126426,0.03235775,0.005586516,0.04424453,0.8823261],"study_design_scores_gemma":[0.0001202541,0.0004626729,0.3893692,0.0007516887,0.0001116515,0.006573927,0.001110588,0.0005462944,0.002280236,0.001660477,0.5969511,0.00006197489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2599128,0.03096856,0.006090286,0.001041613,0.0006893019,0.0007945279,0.007055136,0.001320884,0.6921269],"genre_scores_gemma":[0.8550994,0.006096659,0.005570491,0.001229425,0.0003555612,0.0004090978,0.006115526,0.00005420216,0.1250696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03095083,"threshold_uncertainty_score":0.1035409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456413986765424,"score_gpt":0.2674984618671878,"score_spread":0.2218570631906454,"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."}}