{"id":"W4366815724","doi":"10.18435/vamp29390","title":"Variation in the shell elements of Chrysemys picta bellii (Gray 1831)","year":2023,"lang":"en","type":"article","venue":"Vertebrate Anatomy Morphology Palaeontology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Department of Fish and Wildlife","keywords":"Gray (unit); Painted turtle; Computer science; Medicine; Artificial intelligence; Nuclear medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001372808,0.0002479803,0.0004253061,0.000214035,0.0001756222,0.000007980627,0.0007385398,0.0003908007,0.009553226],"category_scores_gemma":[0.00009674852,0.0001924786,0.0000894684,0.001130012,0.000631039,0.0001728656,0.0002141163,0.0003566525,0.005875536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009466038,"about_ca_system_score_gemma":0.00004000934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007784558,"about_ca_topic_score_gemma":0.003548827,"domain_scores_codex":[0.9971138,0.0007151752,0.0006774275,0.0005392847,0.0002589486,0.0006953367],"domain_scores_gemma":[0.9988914,0.0002500679,0.0002564146,0.0005238102,0.00001776042,0.00006054137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004089815,0.0002985939,0.9569684,0.0000112057,0.00003562558,0.0003673841,0.001803257,0.0001557912,0.02610921,0.001984685,0.01105587,0.001169134],"study_design_scores_gemma":[0.001121224,0.0002598097,0.9872085,0.000005531344,0.00005792994,0.0000952687,0.0003817547,0.003881424,0.001136227,0.003826475,0.001796655,0.0002291591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927796,0.00002690052,0.0002275941,0.001382575,0.0004293347,0.0005979271,0.00001185306,0.00005241628,0.004491811],"genre_scores_gemma":[0.9977022,0.00004976684,0.000323434,0.001142717,0.00002555175,0.0001974381,0.0000580787,0.0000170495,0.0004837701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03024019,"threshold_uncertainty_score":0.9948985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392099408653827,"score_gpt":0.2608331469151767,"score_spread":0.2469121528286385,"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."}}