{"id":"W3036516668","doi":"10.17161/randa.v22i4.14080","title":"The Turtle Head Immobilization System (THIS)","year":2015,"lang":"en","type":"article","venue":"Reptiles & Amphibians","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Ontario Turtle Conservation Centre","funders":"","keywords":"Turtle (robot); Chelydra; Vigilance (psychology); Computer science; Biology; Artificial intelligence; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003531191,0.00007990177,0.00006977615,0.000008665134,0.0002098231,0.0000279285,0.0001664885,0.00007800997,0.00013541],"category_scores_gemma":[0.00005700211,0.00005405513,0.00003338413,0.0001240796,0.0001465909,0.0001078986,0.00006302683,0.000058899,0.00180141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845595,"about_ca_system_score_gemma":0.00001975324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002909885,"about_ca_topic_score_gemma":0.000889719,"domain_scores_codex":[0.999243,0.00008951771,0.0001515463,0.0001922126,0.0001519372,0.0001717876],"domain_scores_gemma":[0.9995179,0.00004931084,0.00006696121,0.0002848847,0.0000143087,0.00006660794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002663217,0.0001976045,0.6606505,0.00003546141,0.00005960813,0.00003271992,0.005007043,0.002970018,0.03096074,0.02510262,0.1950301,0.07968725],"study_design_scores_gemma":[0.0005955313,0.0001806335,0.1340839,0.00004474527,0.0000299209,0.00008768951,0.002443155,0.004259732,0.002350017,0.001018124,0.8545417,0.0003648366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349589,0.0002046456,0.0005539175,0.001165136,0.0005311446,0.0002634418,0.000004234414,0.0001812278,0.06213732],"genre_scores_gemma":[0.9935628,0.00001330366,0.00009932755,0.000181797,0.00007263658,0.00002402169,0.00001151743,0.000008212742,0.006026414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6595116,"threshold_uncertainty_score":0.9989758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168230621976364,"score_gpt":0.2382075298668822,"score_spread":0.2165252236471186,"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."}}