{"id":"W7163064050","doi":"10.5281/zenodo.20493638","title":"Isorhipis obliqua","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Clearing; Line (geometry); 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":[0.0001670853,0.000535152,0.0003214819,0.001192674,0.001036645,0.0003853991,0.0004415429,0.0002619235,0.01238271],"category_scores_gemma":[0.0002323182,0.0001776528,0.0001785886,0.0005837915,0.00060462,0.0006837223,0.0008088312,0.0004765831,0.006571857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905731,"about_ca_system_score_gemma":0.0003499033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201134,"about_ca_topic_score_gemma":0.02204981,"domain_scores_codex":[0.9997769,0.00002598666,0.00001950116,0.00007509163,0.00006713386,0.00003537409],"domain_scores_gemma":[0.9999011,0.00001246004,0.00003164376,0.00001605311,0.00002592857,0.00001281363],"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":[0.0006954569,0.0002397153,0.07870383,0.001473946,0.000103685,0.00268816,0.004061192,0.001424344,0.07026082,0.01082254,0.02900412,0.8005222],"study_design_scores_gemma":[0.0000972879,0.0004010446,0.5179493,0.0004091006,0.00009580243,0.007916107,0.002750886,0.0007895302,0.005978019,0.002894323,0.4606633,0.0000552451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4267524,0.005532729,0.005961217,0.0004156367,0.0002983404,0.0004680622,0.003450392,0.00109814,0.556023],"genre_scores_gemma":[0.9569166,0.001421209,0.002956382,0.0003011948,0.0001046343,0.00008460654,0.002362238,0.00008308111,0.03577012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01238271,"threshold_uncertainty_score":0.04142433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901164458527667,"score_gpt":0.2451803980654769,"score_spread":0.2061687534802003,"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."}}