{"id":"W2183248751","doi":"10.1016/0967-0653(96)84166-4","title":"10.1016/0967-0653(96)84166-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Statistics; Projection (relational algebra); Biology; Mathematics; Estimation; Ecology; Algorithm; Demography; Engineering","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":[0.0000840818,0.00007254157,0.00006317506,0.00001036158,0.00007359676,0.00000921747,0.0001485318,0.00006012003,0.9994535],"category_scores_gemma":[0.00001126789,0.00006603438,0.00002421188,0.0001072174,0.00005779371,0.00008221404,0.00003805821,0.0000556637,0.9991414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400042,"about_ca_system_score_gemma":0.000003731585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005427076,"about_ca_topic_score_gemma":0.000001304082,"domain_scores_codex":[0.9994743,0.00002995279,0.00008538269,0.0001722386,0.00008043589,0.0001576661],"domain_scores_gemma":[0.9997369,0.00001917465,0.00001462473,0.0001601804,0.000002355602,0.0000667588],"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":[0.0000435135,0.00002519995,0.00002301795,5.100785e-7,0.000003460403,0.000001901105,0.00001488847,0.0001256381,0.0001873528,0.000001104804,0.2713518,0.7282216],"study_design_scores_gemma":[0.00008100049,0.0000583731,0.00364202,0.000001994173,0.000004398588,0.000003546611,4.23344e-7,0.000125719,0.0001381145,0.00002496149,0.9958246,0.0000948729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01232199,0.00001053625,7.448644e-7,0.0005038848,0.000001394556,0.00008570722,0.000003994332,0.0000584202,0.9870133],"genre_scores_gemma":[0.001189345,1.109012e-7,0.00008160076,0.0001919589,0.00003861037,0.00001150739,0.00001223764,0.000005972727,0.9984686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7281267,"threshold_uncertainty_score":0.2692804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004970451074896054,"score_gpt":0.1555782032752627,"score_spread":0.1506077522003667,"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."}}