{"id":"W2338662128","doi":"10.5038/2074-1235.36.1.757","title":"Assessing the Type and Frequency of Band Resighting Errors for Razorbill Alca Torda with Implications for Other Wildlife Studies","year":2008,"lang":"en","type":"article","venue":"Marine ornithology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Wildlife Federation","keywords":"Wildlife; Identification (biology); Statistics; Population; Word error rate; Reading (process); Computer science; Geography; Ecology; Biology; Mathematics; Demography; Artificial intelligence; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007763,0.0004292091,0.00030506,0.001542189,0.000676572,0.0006445204,0.0005257121,0.0004371112,0.001514378],"category_scores_gemma":[0.004879975,0.0001820068,0.0002777843,0.0008106148,0.0005204096,0.0006956616,0.0006204945,0.0003361593,0.0002260804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009604686,"about_ca_system_score_gemma":0.0005561279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0942354,"about_ca_topic_score_gemma":0.2977192,"domain_scores_codex":[0.9991962,0.0001247473,0.00007879033,0.0001955674,0.0002589713,0.0001457927],"domain_scores_gemma":[0.9955195,0.0006792508,0.001909855,0.0002634117,0.00127439,0.0003535679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647454,0.00002927729,0.9843286,0.00002022921,0.00007218807,0.0001543912,0.0004626061,0.0002826399,0.005988933,0.00003776108,0.000116075,0.008342542],"study_design_scores_gemma":[0.000001687296,0.00004751964,0.9983621,0.000003735378,0.00001677838,0.00006990066,0.0005152542,0.0003137349,0.0004751232,0.00001969081,0.000168619,0.000005860943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987499,0.00004001078,0.0002293166,0.00002394678,0.00000525313,0.000007657587,0.0001171002,0.000005739547,0.0008210607],"genre_scores_gemma":[0.9983379,0.00004670893,0.0007796078,0.00002296087,0.000004765496,0.000008512885,0.0001628018,0.00000478257,0.00063193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0942354,"threshold_uncertainty_score":0.1873738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068245082402918,"score_gpt":0.3197726606542396,"score_spread":0.2590902098302105,"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."}}