{"id":"W7108943001","doi":"10.5281/zenodo.17833395","title":"Acanthocnema albibarba","year":2025,"lang":"","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":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Nova scotia; Seta; Cape; Single specimen; Dome (geology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00007242349,0.0005350459,0.0001787907,0.001259055,0.001217111,0.0004031298,0.0002997758,0.000247025,0.01737431],"category_scores_gemma":[0.0001758141,0.00009933348,0.00009881764,0.0005101162,0.0002788741,0.0004994991,0.0004184471,0.0002255643,0.005515228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590238,"about_ca_system_score_gemma":0.0002752865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03472983,"about_ca_topic_score_gemma":0.08098612,"domain_scores_codex":[0.9999202,0.000005583082,0.0000045133,0.00002280689,0.0000265978,0.00002026557],"domain_scores_gemma":[0.9999254,0.000006943908,0.00002079682,0.0000049328,0.0000294155,0.00001260981],"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":[0.0004415202,0.0002546478,0.04735284,0.001251573,0.00004656147,0.002908329,0.00119915,0.0006458711,0.06809244,0.003760156,0.0761026,0.7979443],"study_design_scores_gemma":[0.0000697391,0.000231791,0.4314998,0.0005041081,0.00007093454,0.003755389,0.0009323313,0.0004352127,0.005855581,0.0007108125,0.5559037,0.00003054164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3674185,0.01977309,0.00192658,0.0005996233,0.0003205869,0.0003181552,0.004734597,0.000782859,0.604126],"genre_scores_gemma":[0.8973051,0.005670355,0.001935007,0.0005912743,0.0001590092,0.000110686,0.003812687,0.00004959767,0.0903662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03472983,"threshold_uncertainty_score":0.06905538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051184892844476,"score_gpt":0.2448794402052332,"score_spread":0.2043675912767885,"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."}}