{"id":"W2055594206","doi":"10.1643/ce-07-227","title":"Validation of a Rapid Visual-Assessment Technique for Categorizing the Body Condition of Green Turtles (Chelonia mydas) in the Field","year":2009,"lang":"en","type":"article","venue":"Copeia","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Turtle (robot); Field (mathematics); Biology; Condition index; Ecology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006304263,0.0006262992,0.0002704675,0.001128949,0.0004630922,0.0005099358,0.0007141094,0.0008439058,0.0006677598],"category_scores_gemma":[0.01131219,0.000274919,0.000300928,0.0003557454,0.0008536323,0.0006992356,0.0007584571,0.000543176,0.0004580358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343051,"about_ca_system_score_gemma":0.0003683225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140747,"about_ca_topic_score_gemma":0.004588897,"domain_scores_codex":[0.9969351,0.001219294,0.0002106285,0.000753494,0.0007329765,0.000148463],"domain_scores_gemma":[0.9853861,0.006606509,0.001729807,0.001427725,0.004384935,0.0004648272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0018218,0.001155143,0.1393073,0.0003963014,0.0001090269,0.0001562801,0.001289595,0.00250055,0.7385096,0.0002829722,0.0006717914,0.1137997],"study_design_scores_gemma":[0.0002734774,0.01408925,0.7007853,0.0001606484,0.0002157689,0.001259885,0.001237017,0.03138603,0.2470557,0.0004577597,0.002882535,0.0001966841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9128348,0.0002273477,0.08412877,0.00008743503,0.0001190774,0.0005898974,0.0004236333,0.0002186788,0.001370465],"genre_scores_gemma":[0.868525,0.000215627,0.1289061,0.0001543907,0.00003713793,0.0007240569,0.0006351235,0.00007364449,0.0007290137],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006304263,"threshold_uncertainty_score":0.03334051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161631987713874,"score_gpt":0.3039110680092942,"score_spread":0.2922947481321554,"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."}}