{"id":"W6949786882","doi":"10.5281/zenodo.16805104","title":"Ditaeniella parallela 1853","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Introduced species; Population; Taxonomy (biology); Freshwater mollusc","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001042493,0.00006701628,0.000111117,0.00003199765,0.0003190649,0.000209749,0.0002048036,0.00001448722,0.01890452],"category_scores_gemma":[0.00007982639,0.00005290993,0.00003334285,0.0000365845,0.00007752598,0.00003226021,0.0001456401,0.00005217174,0.00809671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000121324,"about_ca_system_score_gemma":0.00001254445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001961837,"about_ca_topic_score_gemma":0.0008513523,"domain_scores_codex":[0.9995044,0.00001044136,0.0001069549,0.000138861,0.00008642364,0.0001528554],"domain_scores_gemma":[0.9997252,0.00005050984,0.00002547454,0.0001188498,0.0000413155,0.00003865131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002326387,0.00008858697,0.00009065572,0.00001187363,0.00009210657,0.0002785333,0.159961,0.000009847748,0.00002689686,0.1591395,0.5488542,0.1314236],"study_design_scores_gemma":[0.00009442944,0.00002518051,0.00004298575,0.000006176133,0.000009190552,2.062504e-7,0.002742499,0.00002863106,0.00000936478,0.0004604319,0.9964901,0.00009082408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01728486,0.0001210039,0.0000019644,0.0002653482,0.0007167201,0.00009608029,0.00003666831,0.000006540819,0.9814708],"genre_scores_gemma":[0.5720745,0.00001842716,0.000204785,0.00006711857,0.0008856829,0.00001179218,0.00002912391,0.00001069179,0.4266979],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5547897,"threshold_uncertainty_score":0.9926756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09317414680071436,"score_gpt":0.3059982891457523,"score_spread":0.212824142345038,"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."}}