{"id":"W7128189623","doi":"10.5281/zenodo.18512396","title":"Megaselia albizona Brown & Hartop & Wong 2022, New Species","year":2022,"lang":"","type":"article","venue":"Open MIND","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Holotype; PALO; Subbase","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":[0.000133811,0.0007630723,0.0002552485,0.001472596,0.00119295,0.0003558974,0.0005956846,0.0005331633,0.01027004],"category_scores_gemma":[0.0002713351,0.00022254,0.0001293892,0.0008294474,0.0005835844,0.001147331,0.0007126752,0.0006092213,0.00332871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268222,"about_ca_system_score_gemma":0.0002991143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009239022,"about_ca_topic_score_gemma":0.02857534,"domain_scores_codex":[0.999917,0.000006213502,0.00000716669,0.00003024094,0.00002643232,0.00001286909],"domain_scores_gemma":[0.9999092,0.00001937026,0.00003005187,0.000007175156,0.00001707761,0.0000172411],"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":[0.0009897538,0.0001211713,0.03660467,0.000845957,0.00009062076,0.006487829,0.002432394,0.001080872,0.0516429,0.004796024,0.03927916,0.8556287],"study_design_scores_gemma":[0.0002365293,0.0004659433,0.4356323,0.001137676,0.0003015566,0.012946,0.002697569,0.001536146,0.0042295,0.002922936,0.5378107,0.00008310611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5187411,0.03220222,0.008005843,0.001860936,0.001051887,0.0006935914,0.005613145,0.001108653,0.4307227],"genre_scores_gemma":[0.9415205,0.00771456,0.004411809,0.0007322669,0.0003016827,0.0002767359,0.002638261,0.00005352928,0.04235058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027004,"threshold_uncertainty_score":0.03435665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924064155308828,"score_gpt":0.2721331661195476,"score_spread":0.2128925245664593,"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."}}