{"id":"W7095002584","doi":"10.5281/zenodo.17442719","title":"Cheilosia (Cheilosia) lenis Becker 1894","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fragment (logic); Period (music); Cluster (spacecraft); Distribution (mathematics)","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":[0.0002000106,0.0005845705,0.0004411028,0.002023175,0.002366386,0.000787857,0.0005533166,0.0007386978,0.01143538],"category_scores_gemma":[0.0007146621,0.0002351179,0.0001504687,0.001178734,0.001081883,0.001018945,0.001317032,0.0007241492,0.003610773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009047182,"about_ca_system_score_gemma":0.000560985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484673,"about_ca_topic_score_gemma":0.02281152,"domain_scores_codex":[0.9996789,0.00002846444,0.00002367752,0.00009313712,0.0001238187,0.00005200628],"domain_scores_gemma":[0.9997019,0.00005486896,0.0001143186,0.0000298172,0.00006721211,0.00003188095],"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":[0.0004308296,0.0001052735,0.06679477,0.0007894164,0.00008770172,0.002458937,0.002688301,0.0009763241,0.01721355,0.00634186,0.02632084,0.8757921],"study_design_scores_gemma":[0.00007315363,0.0001613427,0.4427636,0.001595126,0.0001497962,0.009180528,0.00310632,0.0008941851,0.005315194,0.003841048,0.5328277,0.00009205416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4784287,0.02451434,0.006756929,0.001232344,0.000837663,0.0004951205,0.004757953,0.0008775427,0.4820993],"genre_scores_gemma":[0.950343,0.00609798,0.006009881,0.0004446415,0.0002395253,0.0001463404,0.001909257,0.00006260964,0.03474675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01484673,"threshold_uncertainty_score":0.03825521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483889199254152,"score_gpt":0.2282063252315389,"score_spread":0.1733674332389973,"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."}}