{"id":"W6950465018","doi":"10.5281/zenodo.8049103","title":"Brachymelecta californica","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tardigrade Biology and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Natural (archaeology); Period (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.00008399659,0.000360326,0.0001289398,0.000639589,0.0007053431,0.000237844,0.0003376828,0.0001362955,0.009991619],"category_scores_gemma":[0.0001511457,0.0001292756,0.0001041668,0.0003985705,0.0002242085,0.0001955428,0.0002927168,0.0001662216,0.002191855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555079,"about_ca_system_score_gemma":0.0003595789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0728198,"about_ca_topic_score_gemma":0.2229878,"domain_scores_codex":[0.9999501,0.000005091465,0.00000327214,0.00002123203,0.00001246215,0.000007906472],"domain_scores_gemma":[0.9998647,0.00001553908,0.00004542479,0.00001815068,0.00003321118,0.00002287027],"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":[0.0009274157,0.00006432343,0.3732214,0.001541972,0.000146075,0.003485862,0.001811386,0.002469538,0.09838628,0.003077949,0.07404231,0.4408255],"study_design_scores_gemma":[0.00006656918,0.0001283438,0.7013789,0.0003637983,0.0001000424,0.002371963,0.0007890116,0.0006213709,0.003271729,0.0003895131,0.2904894,0.00002934189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6140168,0.0106583,0.003309645,0.0006619018,0.0003528267,0.000147301,0.01218541,0.0009087755,0.3577591],"genre_scores_gemma":[0.922484,0.003953842,0.003904206,0.0006066991,0.00007393678,0.00008928272,0.004090137,0.00007908133,0.06471887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0728198,"threshold_uncertainty_score":0.1447919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173690225340465,"score_gpt":0.223711702151578,"score_spread":0.1819747998981734,"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."}}