{"id":"W2171498772","doi":"10.2983/035.032.0321","title":"Spawning Odds in Relation to Size of American Lobsters<i>Homarus americanus</i>","year":2013,"lang":"en","type":"article","venue":"Journal of Shellfish Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Homarus; Fishery; American lobster; Odds; Fishing; Biology; Fecundity; Netting; Ecology; Logistic regression; Crustacean; Demography; Population; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004056271,0.0001256911,0.0001209902,0.0005123519,0.0002866253,0.0003728811,0.0002418481,0.0002092553,0.001379953],"category_scores_gemma":[0.001776843,0.0001648539,0.0003166898,0.0003073056,0.0003700638,0.0002370582,0.000318666,0.0003473089,0.000170578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008152258,"about_ca_system_score_gemma":0.0004239126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2059341,"about_ca_topic_score_gemma":0.4427058,"domain_scores_codex":[0.9998025,0.00002794579,0.00001628606,0.00006422896,0.00002764398,0.00006135653],"domain_scores_gemma":[0.9974384,0.0005096423,0.001348894,0.0001177672,0.0002276603,0.0003575801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003240702,0.000007294999,0.9991307,0.000001135902,0.00001427867,0.00001656961,0.00003275914,0.00006165876,0.0001394694,0.00000535923,0.00005767906,0.0005008012],"study_design_scores_gemma":[5.304531e-7,0.000009800398,0.9997981,8.588183e-7,0.000003935958,0.00001225566,0.00005640149,0.00006108059,0.00002005772,0.000002331133,0.00003381765,8.466914e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995709,0.00002964307,0.00002489075,0.00002001564,0.000001258087,0.00000108967,0.0001680074,0.000003206062,0.0001808475],"genre_scores_gemma":[0.9990089,0.00002928281,0.00006767087,0.00001597568,0.000002476797,0.000005043085,0.000348424,0.000002466908,0.0005196756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059341,"threshold_uncertainty_score":0.4094709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312424171265268,"score_gpt":0.3205442055792243,"score_spread":0.2893017884526974,"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."}}