{"id":"W1496466817","doi":"","title":"Size, structure, movement, and survival of American lobster, Homarus americanus, populations in areas with and without commercial harvesting","year":2000,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homarus; American lobster; Fishery; Biology; Population; Population density; Marine reserve; Bay; Nature reserve; Ecology; Fishing; Crustacean; Geography; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003158047,0.0003213859,0.0006634795,0.0005149273,0.0007713771,0.00004451057,0.0004897532,0.0003224187,0.0001845942],"category_scores_gemma":[0.000111228,0.0003597076,0.00006295004,0.001168048,0.001884661,0.0003688526,0.0003321899,0.0008196873,0.000003487273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354123,"about_ca_system_score_gemma":0.0002353172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03088062,"about_ca_topic_score_gemma":0.08882748,"domain_scores_codex":[0.996999,0.0009072532,0.000253795,0.0007943668,0.0004935807,0.0005520233],"domain_scores_gemma":[0.9986736,0.0003363209,0.0003289398,0.0003214122,0.00008437333,0.0002553791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01756321,0.0002226845,0.9702309,0.00007807829,0.0001548361,0.0006095353,0.001558191,0.0002233498,0.003931144,0.0005110739,0.0004552391,0.004461764],"study_design_scores_gemma":[0.003686662,0.0009829662,0.9765297,0.00007564754,0.0001616302,0.0000159108,0.009040089,0.00005427698,0.0004704241,0.000121084,0.008313136,0.0005484493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726418,0.00001147576,0.000003452593,0.00002934158,0.000986845,0.0005347863,0.00006641843,0.00002687656,0.02569898],"genre_scores_gemma":[0.9811502,0.00009793809,0.0002402763,0.000006928788,0.0003257205,3.729385e-7,0.0001284776,0.00002385269,0.01802623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05794686,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428088931695904,"score_gpt":0.2664293438927344,"score_spread":0.2421484545757754,"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."}}