{"id":"W6892548473","doi":"10.5281/zenodo.11235982","title":"Dolichopus plumipes","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holarctic; Natural (archaeology); Type (biology); Point (geometry)","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":[0.00009575389,0.0005031718,0.0002993671,0.001509427,0.001298521,0.0003013449,0.0003101838,0.0002155988,0.009270693],"category_scores_gemma":[0.0002194318,0.000140138,0.0001653258,0.001225556,0.0005521447,0.0003606292,0.0006969689,0.0004012231,0.002462796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698361,"about_ca_system_score_gemma":0.0003997323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288259,"about_ca_topic_score_gemma":0.07158914,"domain_scores_codex":[0.9998438,0.00001333848,0.00001061693,0.00005950467,0.00004646593,0.00002615359],"domain_scores_gemma":[0.9998975,0.00001218046,0.00003248319,0.00001073064,0.00001977137,0.0000272635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001529786,0.0003364291,0.4289136,0.001313354,0.000170719,0.007462259,0.0048851,0.001772917,0.1110672,0.004237371,0.01929784,0.4190134],"study_design_scores_gemma":[0.00005490015,0.0003423606,0.9268737,0.0001477806,0.00005564316,0.003617692,0.002040045,0.0003284511,0.00207439,0.0006162993,0.06381907,0.00002956488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515248,0.002639028,0.001636091,0.0001504744,0.00008570164,0.0003509307,0.005243493,0.0001426106,0.1382269],"genre_scores_gemma":[0.9798788,0.001295875,0.001871209,0.0001375996,0.00004683997,0.0001084426,0.005456239,0.00001458293,0.01119043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288259,"threshold_uncertainty_score":0.04549879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246505338433274,"score_gpt":0.2231747046556011,"score_spread":0.1985241708122737,"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."}}