{"id":"W7014697619","doi":"","title":"Population dynamics of an exploited population of Orconectes virilis in Northwestern Ontario / by George E. Morgan.","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Population; Juvenile; Crayfish; Dominance (genetics); Population growth; Stock (firearms); Stock assessment","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":[0.0002325494,0.0006790441,0.001381738,0.004435445,0.0001529981,0.00003513844,0.001263518,0.0008654989,0.0003980813],"category_scores_gemma":[0.00005030112,0.0008815631,0.0002318936,0.001356041,0.0002633343,0.0007113704,0.0003579389,0.0005634631,0.00009114181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270399,"about_ca_system_score_gemma":0.0002627916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5191645,"about_ca_topic_score_gemma":0.9995761,"domain_scores_codex":[0.9973028,0.000460379,0.0006054442,0.0007763692,0.0003746852,0.0004803164],"domain_scores_gemma":[0.9960144,0.00009047281,0.001632718,0.001770189,0.0002835704,0.000208646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054049,0.001100681,0.9861336,0.0002463544,0.0001766074,0.00003111381,0.001155386,0.00002393993,0.0003177685,0.001812019,0.007555059,0.001242052],"study_design_scores_gemma":[0.00345764,0.000254672,0.841891,0.001807918,0.00046053,0.000005753247,0.0002272914,0.0004855781,0.0001105532,0.00008073634,0.1499262,0.00129216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7567686,0.00018143,0.0000499129,0.000006238146,0.0002683124,0.0006895294,0.002239632,0.0002385607,0.2395578],"genre_scores_gemma":[0.6692184,0.000002149982,0.00003931342,2.30689e-7,0.00003468613,0.000001583249,0.01026501,0.0004606155,0.319978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804116,"threshold_uncertainty_score":0.9993635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136705723971985,"score_gpt":0.2389089338730658,"score_spread":0.217541876633346,"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."}}