{"id":"W3087587568","doi":"10.3791/61667","title":"Assessing Intertidal Populations of the Invasive European Green Crab","year":2020,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; IUCN Red List; Ecology; Outreach; Population; Protocol (science); Fishery; Habitat; Geography; Population biology; Ecosystem; Environmental resource management; Biology; Environmental science","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":[0.0009147496,0.0002659505,0.0001616638,0.00113353,0.0006326525,0.0007079725,0.0004555319,0.0004201671,0.001643478],"category_scores_gemma":[0.001856861,0.0002018275,0.0002272084,0.0006903368,0.0003115361,0.0004041072,0.000984008,0.0003448479,0.0003836811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282945,"about_ca_system_score_gemma":0.000542924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025283,"about_ca_topic_score_gemma":0.04708618,"domain_scores_codex":[0.9992913,0.0001543425,0.0001026313,0.0001718266,0.0002141829,0.00006562848],"domain_scores_gemma":[0.999071,0.0001591115,0.0002728534,0.00008534771,0.0003099864,0.000101589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004119617,0.0004786619,0.8408305,0.000279584,0.0000910593,0.0004585905,0.00392212,0.001432297,0.07472129,0.0005253672,0.001220938,0.07562762],"study_design_scores_gemma":[0.00001192334,0.000689861,0.9779201,0.00006497536,0.00003997538,0.0002930713,0.00277663,0.0009102133,0.01042928,0.0001822489,0.006654946,0.00002678649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856118,0.0002001877,0.003857201,0.00004182243,0.00001124485,0.0003428571,0.001182799,0.00005223229,0.008699846],"genre_scores_gemma":[0.9773514,0.0005179046,0.01415632,0.00015417,0.000006768503,0.001205306,0.001942514,0.00003357595,0.004632048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025283,"threshold_uncertainty_score":0.02038634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08472820170312875,"score_gpt":0.4086337282521528,"score_spread":0.323905526549024,"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."}}