{"id":"W6949661099","doi":"10.5281/zenodo.14895286","title":"Clinocera rostrata Sinclair & Plant, 2022, sp. nov.","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Malaise; Type (biology)","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":[0.0004429661,0.002425905,0.0009934391,0.002539091,0.002682835,0.00145141,0.001673109,0.001836369,0.01742349],"category_scores_gemma":[0.001590873,0.0006652137,0.0005239105,0.003803914,0.00112186,0.002865417,0.001192474,0.002354512,0.01741298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506475,"about_ca_system_score_gemma":0.00174054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04163316,"about_ca_topic_score_gemma":0.08576401,"domain_scores_codex":[0.9993186,0.00005765669,0.00009146661,0.0002514501,0.000191861,0.00008884113],"domain_scores_gemma":[0.9989718,0.0001581718,0.0002810232,0.0001452741,0.0003348321,0.0001088738],"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":[0.0004567534,0.0002131557,0.03166085,0.002265081,0.0002312046,0.008713482,0.002411642,0.002354877,0.01416926,0.002878507,0.1556939,0.7789512],"study_design_scores_gemma":[0.0002251169,0.0002818503,0.1660021,0.002517435,0.0004656877,0.01777009,0.003708177,0.001451132,0.00371305,0.00158679,0.8021443,0.0001343527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1666732,0.05876303,0.01969802,0.004625594,0.007722625,0.004870668,0.06313393,0.004055833,0.670457],"genre_scores_gemma":[0.7018326,0.03449598,0.03898375,0.007126557,0.001441466,0.004501226,0.04401756,0.0007692131,0.1668316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04163316,"threshold_uncertainty_score":0.08278167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411937097183246,"score_gpt":0.1981675131863805,"score_spread":0.1740481422145481,"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."}}