{"id":"W6893386831","doi":"10.5281/zenodo.16095437","title":"Phryganeidae Leach 1815","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Tube (container); Natural (archaeology); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00008159531,0.000496446,0.0002728657,0.0009224965,0.001099649,0.0003497082,0.0003447446,0.0004346846,0.05803072],"category_scores_gemma":[0.0001576332,0.0001691704,0.0001641621,0.0006137304,0.0004333404,0.0008954766,0.001042629,0.0004579705,0.01686589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878129,"about_ca_system_score_gemma":0.0003523659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004698537,"about_ca_topic_score_gemma":0.007674116,"domain_scores_codex":[0.999898,0.000007934226,0.00000823102,0.00002867357,0.00003625139,0.00002092844],"domain_scores_gemma":[0.9999492,0.000006584745,0.00001627268,0.000004653324,0.00001233276,0.00001096015],"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":[0.0006580863,0.00009653038,0.02572984,0.0008373258,0.00008840032,0.001343856,0.001460435,0.0006375114,0.0587103,0.00997238,0.04467091,0.8557944],"study_design_scores_gemma":[0.00004855448,0.0004049081,0.1762314,0.00023533,0.00006556471,0.003316325,0.0007077401,0.000385201,0.004615916,0.001153729,0.8128075,0.00002792635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3993115,0.01056456,0.0125843,0.001126843,0.001121529,0.0005458817,0.01001457,0.001824501,0.5629063],"genre_scores_gemma":[0.6796404,0.005742683,0.005514981,0.001098276,0.0004160297,0.0002346785,0.007271848,0.0001455725,0.2999355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05803072,"threshold_uncertainty_score":0.1941321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294324008493703,"score_gpt":0.2434537934471205,"score_spread":0.2205105533621835,"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."}}