{"id":"W2744348980","doi":"10.1139/cjfas-2016-0434","title":"Female American lobster (<i>Homarus americanus</i>) size-at-maturity declined in Canada during the 20th and early 21st centuries","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Fisheries and Oceans Canada; New Brunswick Innovation Foundation","keywords":"Homarus; American lobster; Fishing; Fishery; Invertebrate; Biology; Abundance (ecology); Maturity (psychological); Ecology; Fisheries management; Crustacean; Marine invertebrates; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0001915898,0.0001271518,0.0001174533,0.0006454109,0.000934556,0.0005598651,0.0002870825,0.0001927331,0.001287512],"category_scores_gemma":[0.0006777392,0.00009083028,0.00009113637,0.001014178,0.0004950815,0.0002522262,0.0003342512,0.0002684846,0.0001424063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005224813,"about_ca_system_score_gemma":0.004494967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9475778,"about_ca_topic_score_gemma":0.9808862,"domain_scores_codex":[0.999855,0.000005526999,0.000006528776,0.00003425169,0.00005531848,0.00004333016],"domain_scores_gemma":[0.999253,0.00002820372,0.0001927863,0.00002218355,0.0004044709,0.00009949016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006514473,0.00001673152,0.9703235,0.00005880506,0.0000401021,0.0001137523,0.0009042264,0.000201105,0.00213693,0.0002699512,0.00176559,0.02410411],"study_design_scores_gemma":[8.434532e-7,0.000005384997,0.9978446,0.000007061522,0.000005998628,0.00003421543,0.0002840632,0.00005032102,0.0001386412,0.00001327533,0.001613498,0.000002122127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944524,0.0009288464,0.0001113506,0.000252067,0.000009018013,0.000004732679,0.001140562,0.00001591688,0.003085082],"genre_scores_gemma":[0.9968957,0.0006893243,0.0001154867,0.00009698274,0.000005657414,0.000002580746,0.0004490452,0.000003934733,0.001741303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05242217,"threshold_uncertainty_score":0.1054617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293796226326287,"score_gpt":0.2188793166241603,"score_spread":0.2059413543608974,"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."}}