{"id":"W6894073569","doi":"10.5281/zenodo.7837158","title":"Stethophyma grossum","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Single specimen; Grasshopper; Melanism; Taxonomy (biology); Sterna","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005773398,0.00009337776,0.00009134313,0.0000533403,0.002032045,0.000660762,0.0006977412,0.00004727052,0.01766725],"category_scores_gemma":[0.000289922,0.0000463832,0.00005972746,0.0009948207,0.00009507987,0.0001858512,0.0008188691,0.0001734027,0.02711697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003568419,"about_ca_system_score_gemma":8.416129e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000022138,"about_ca_topic_score_gemma":0.000001529919,"domain_scores_codex":[0.9985805,0.0002107713,0.0001388958,0.000311469,0.0003131991,0.0004451607],"domain_scores_gemma":[0.9993779,0.0000506288,0.00003890216,0.0001109454,0.0002158788,0.0002057121],"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":[0.00003504834,0.00005837038,0.00004654636,0.0000131807,0.00001478831,0.0000256336,0.0001060162,0.000004645975,0.03252679,0.001201479,0.1407957,0.8251718],"study_design_scores_gemma":[0.0001276961,0.0002012724,0.01134696,0.000006997817,0.000001959546,0.00001905708,0.0002140273,0.00009472878,0.0004281175,0.0002160079,0.9872342,0.0001089768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8102397,0.00004838956,0.00004683066,0.003380031,0.000116477,0.000468546,0.0003426833,0.002132543,0.1832248],"genre_scores_gemma":[0.9949754,0.00008218785,0.00004407675,0.0001153559,0.0002989026,6.662428e-8,0.001937086,0.00006105319,0.002485795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8464385,"threshold_uncertainty_score":0.9992672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804708606100297,"score_gpt":0.2344018913764127,"score_spread":0.1763548053154097,"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."}}