{"id":"W1586322392","doi":"10.1111/j.1365-2664.2007.01312.x","title":"Effects of habitat quality and fishing on Caribbean spotted spiny lobster populations","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of East Anglia; Centre for Environment, Fisheries and Aquaculture Science","keywords":"Fishing; Fishery; Spiny lobster; Reef; Habitat; Overfishing; Panulirus argus; Ecology; Population; Productivity; Foraging; Marine reserve; Coral reef fish; Marine protected area; Geography; Biology; Crustacean","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":[],"consensus_categories":[],"category_scores_codex":[0.0005301106,0.00007581701,0.0002558851,0.00004869183,0.00006804187,0.000005158042,0.00007355265,0.00005156708,0.00004155615],"category_scores_gemma":[0.00008111064,0.00005952009,0.00003814568,0.00008284571,0.0000685373,0.00005423378,0.0001112589,0.0001254944,0.00001147301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008621857,"about_ca_system_score_gemma":0.000004190997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007968422,"about_ca_topic_score_gemma":0.002207945,"domain_scores_codex":[0.9992066,0.00002290669,0.0003994324,0.00009426088,0.0001256777,0.000151134],"domain_scores_gemma":[0.9992763,0.0002622816,0.0003271123,0.00006033786,0.00001379688,0.0000602205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711923,0.0001962979,0.9637636,0.00007989133,0.0000516371,0.00003246675,0.0006224309,0.0001450063,0.01995076,0.001398299,0.002599998,0.01088845],"study_design_scores_gemma":[0.0004582478,0.0002098949,0.9957455,0.000008198551,0.00002132463,0.0000119693,0.0001111454,0.00000617592,0.00101286,0.001705565,0.0006503014,0.00005882035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939967,0.00001370624,0.00008007546,0.0003968589,0.0002661486,0.0001235223,8.107268e-7,0.000003899395,0.005118235],"genre_scores_gemma":[0.9991552,0.000006457068,0.0005232323,0.0002179905,0.00005498266,0.000001439246,4.302685e-7,0.000004190792,0.00003603652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198193,"threshold_uncertainty_score":0.2427159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724449547178997,"score_gpt":0.2661717999798371,"score_spread":0.2489273045080471,"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."}}