{"id":"W2005983199","doi":"10.1051/kmae:2002072","title":"MANAGEMENT STRATEGIES, YIELD AND POPULATION DEVELOPMENT OF THE NOBLE CRAYFISH ASTACUS ASTACUS IN LAKE STEINSFJORDEN","year":2002,"lang":"en","type":"article","venue":"Bulletin Français de la Pêche et de la Pisciculture","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nature","keywords":"Crayfish; Astacus; Biology; Population; Animal science; Fishery; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002742381,0.0002004786,0.0001740343,0.0004625325,0.0004969275,0.0004538357,0.0004091718,0.0002267554,0.0009759738],"category_scores_gemma":[0.0006002411,0.0002180873,0.0001605916,0.0005114185,0.0004496497,0.000399708,0.0004489652,0.0001633631,0.0001623447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697429,"about_ca_system_score_gemma":0.001360572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3089762,"about_ca_topic_score_gemma":0.6579558,"domain_scores_codex":[0.9998062,0.00002560408,0.00001782448,0.00003992778,0.00004876347,0.00006167873],"domain_scores_gemma":[0.9995882,0.00002197855,0.0001737776,0.000008095354,0.00008066289,0.0001272988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002109877,0.0001456424,0.9831859,0.00004863925,0.0000448117,0.0004909815,0.002537727,0.0004385507,0.003555861,0.00007275863,0.0004605223,0.008807734],"study_design_scores_gemma":[0.000006012131,0.0001165886,0.9980729,0.00000508025,0.000009206447,0.00004894142,0.001115351,0.0002721642,0.00007312495,0.00001220887,0.0002649472,0.000003487169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998078,0.00003322044,0.00000804332,0.00001277451,6.056804e-7,0.000001668269,0.00004161277,0.000001169637,0.00009308004],"genre_scores_gemma":[0.9992865,0.00005497529,0.00007052184,0.00001157898,0.000001256339,0.000006321462,0.0001278337,6.769051e-7,0.000440454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089762,"threshold_uncertainty_score":0.6143556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005973261712609783,"score_gpt":0.2105645237832348,"score_spread":0.204591262070625,"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."}}