{"id":"W6968162122","doi":"10.5281/zenodo.13287175","title":"Scatophila cribrata","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gray (unit); Seta; Dorsum; Ovoid; Thorax (insect anatomy)","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":[0.0001216054,0.001410379,0.0006425042,0.003319432,0.001479639,0.001109101,0.0008218806,0.0007472823,0.03315772],"category_scores_gemma":[0.0004065789,0.000440491,0.0004453676,0.001576158,0.0006758822,0.001891257,0.001033409,0.001218147,0.02173782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00099807,"about_ca_system_score_gemma":0.0005394848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118754,"about_ca_topic_score_gemma":0.02171242,"domain_scores_codex":[0.9997187,0.00004561993,0.00003573122,0.0001009624,0.00007061932,0.0000282568],"domain_scores_gemma":[0.9998166,0.0000249052,0.00006425688,0.00001588331,0.00005557508,0.00002290317],"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":[0.000225053,0.00007961388,0.005267544,0.004117528,0.00007733755,0.002390798,0.001239336,0.0005183072,0.01121909,0.006005246,0.1058643,0.8629957],"study_design_scores_gemma":[0.00002543661,0.00007515567,0.02387955,0.001038469,0.00008618555,0.007146816,0.0006093302,0.0001421986,0.001382285,0.001455466,0.9641305,0.00002857927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0319681,0.2516424,0.005426655,0.002910588,0.002396423,0.0006158363,0.00961032,0.001499461,0.6939302],"genre_scores_gemma":[0.5178126,0.1486423,0.01166606,0.006628628,0.001969839,0.0005964579,0.0207881,0.0003391405,0.2915568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03315772,"threshold_uncertainty_score":0.1109236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968786493844901,"score_gpt":0.2299917115804849,"score_spread":0.1803038466420359,"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."}}