{"id":"W4250884221","doi":"10.1016/j.fishres.2007.06.013","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Saint Mary's University","funders":"","keywords":"Sea turtle; Turtle (robot); Foraging; Geography; Population; Ecology; Resource (disambiguation); Nesting (process); Habitat; Fishery; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0009863761,0.00003172539,0.00003025091,0.00001648899,0.0001594251,0.00001359232,0.0001479496,0.00005641783,0.006901106],"category_scores_gemma":[0.0001108018,0.00002712854,0.00001034775,0.0002141104,0.0003266752,0.0001042006,0.0001371682,0.0001532194,0.001567106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005714355,"about_ca_system_score_gemma":0.000006310091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000208965,"about_ca_topic_score_gemma":0.0004719519,"domain_scores_codex":[0.9992793,0.00005399672,0.00006203557,0.0001262893,0.0002164566,0.0002619262],"domain_scores_gemma":[0.9996967,0.0001045437,0.000007809967,0.0001342445,0.00001020588,0.00004643879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007295181,0.00002494348,0.8851246,0.000002752119,0.000002339708,0.00000956127,0.0003684179,0.000001737042,0.008056017,0.0006190466,0.0751473,0.03057036],"study_design_scores_gemma":[0.00003254107,0.0000304381,0.5894427,6.42124e-7,1.927689e-7,0.000001182746,0.00008051588,0.000007318138,0.002839689,0.0008716381,0.4066679,0.00002524776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454763,0.00001120673,0.0001212696,0.0009097845,0.0000452241,0.00006353847,5.429625e-7,0.00001962884,0.2533525],"genre_scores_gemma":[0.9611185,0.000008170918,0.0003846584,0.0001497842,0.00004026763,0.000007195698,0.000003254332,0.000003803318,0.03828443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315206,"threshold_uncertainty_score":0.9992103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828768376257518,"score_gpt":0.3584105850269342,"score_spread":0.2755337474011824,"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."}}