{"id":"W6931036034","doi":"10.5281/zenodo.4401254","title":"Paragrallomyia teresacristinae","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Spermatheca; Seta; Thorax (insect anatomy); Femur; Dorsum","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":[0.00006684114,0.0005143735,0.0002229527,0.0007548458,0.0008509629,0.000287366,0.0004353757,0.00035303,0.010988],"category_scores_gemma":[0.0001649045,0.0001555143,0.0001413914,0.0005296842,0.000240403,0.0005133357,0.0003062366,0.0004193454,0.002738008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006244369,"about_ca_system_score_gemma":0.0004838154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424032,"about_ca_topic_score_gemma":0.05787539,"domain_scores_codex":[0.9999428,0.000004378454,0.000002812905,0.00002019624,0.00001348961,0.00001634689],"domain_scores_gemma":[0.9999281,0.000008015937,0.00002754014,0.000006662909,0.00001896573,0.00001069099],"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":[0.0007148166,0.0002895882,0.05283062,0.00162063,0.0001041132,0.003461896,0.002117359,0.001223433,0.1643839,0.004710087,0.04099864,0.727545],"study_design_scores_gemma":[0.0001283157,0.0002592656,0.386654,0.0002086315,0.0000832838,0.003798971,0.000876397,0.001034827,0.004491725,0.0007758149,0.6016561,0.00003267337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6699079,0.01771372,0.006262386,0.001381655,0.000476486,0.0004095765,0.005163668,0.001108998,0.2975756],"genre_scores_gemma":[0.9301468,0.003869946,0.004307327,0.000738154,0.0001766032,0.0001307491,0.002422784,0.00006526337,0.05814234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424032,"threshold_uncertainty_score":0.03675848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052258958707538,"score_gpt":0.2388101140998403,"score_spread":0.208287524512765,"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."}}