{"id":"W2088562598","doi":"10.1242/jeb.077800","title":"GROW FAST, DIE YOUNG","year":2013,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Life history theory; Juvenile; Ecology; Gasterosteus; Life history; Biology; Reproduction; Premise; Reproductive success; Fish <Actinopterygii>; Demography; Fishery; Sociology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006695346,0.0005219914,0.0003604627,0.0005516951,0.001654641,0.001526525,0.0004045995,0.001013986,0.07060987],"category_scores_gemma":[0.002053916,0.0002274932,0.000363705,0.0002129929,0.0006686752,0.001748391,0.00183742,0.001890589,0.04787815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005205781,"about_ca_system_score_gemma":0.0006949831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438837,"about_ca_topic_score_gemma":0.005291813,"domain_scores_codex":[0.9997008,0.0000333896,0.00001500504,0.00005067695,0.0001177703,0.00008239798],"domain_scores_gemma":[0.9989271,0.0000608731,0.00009783697,0.00006904316,0.0003052463,0.0005398922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003249025,0.0001911436,0.01764387,0.0003026357,0.00002779188,0.001045844,0.001687619,0.00003120169,0.01043039,0.005623384,0.6186396,0.3440515],"study_design_scores_gemma":[0.00002771657,0.0002745822,0.01979542,0.0001412022,0.00002416163,0.001599003,0.001578638,0.00003603597,0.002166939,0.001403632,0.9729196,0.00003307118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1842783,0.03150512,0.007259667,0.1179924,0.02847885,0.000489965,0.005154377,0.003118505,0.6217227],"genre_scores_gemma":[0.1759321,0.01325067,0.005856391,0.06739427,0.002503912,0.0002935773,0.001566394,0.0005733127,0.7326293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07060987,"threshold_uncertainty_score":0.2362136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635266620576271,"score_gpt":0.2815143907145291,"score_spread":0.2651617245087664,"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."}}