{"id":"W2247525459","doi":"10.5281/zenodo.17928","title":"ZOOMIE v 1.0 (Zooplankton Multiple Image Exclusion)","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Zooplankton; Environmental science; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002286055,0.001393413,0.001086269,0.002046984,0.0005585073,0.00156737,0.001871974,0.0007907562,0.1710915],"category_scores_gemma":[0.002313355,0.00122671,0.001354994,0.0007187723,0.000407315,0.00177902,0.00291014,0.00130995,0.07580806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005116801,"about_ca_system_score_gemma":0.0008523941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548437,"about_ca_topic_score_gemma":0.00441717,"domain_scores_codex":[0.999438,0.00006449693,0.00004262621,0.00009742731,0.0002459211,0.0001115078],"domain_scores_gemma":[0.9992238,0.0001775422,0.00006917045,0.0001565127,0.000219477,0.0001533465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001395712,0.0002339681,0.004146873,0.001927942,0.0003292651,0.0005117699,0.000277849,0.001432569,0.09035421,0.007350388,0.6939657,0.1980736],"study_design_scores_gemma":[0.0004078773,0.0004040434,0.01648351,0.000427538,0.0001129323,0.0007362918,0.00007142769,0.01895887,0.06605314,0.003615675,0.8924334,0.0002953604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01411847,0.001233168,0.3071399,0.0004144484,0.0007052461,0.001781517,0.04841543,0.5771076,0.04908425],"genre_scores_gemma":[0.06739189,0.001444357,0.5394874,0.0008967037,0.0003401652,0.005779062,0.103674,0.1697045,0.111282],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1710915,"threshold_uncertainty_score":0.5723579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457691274232962,"score_gpt":0.2352519120814276,"score_spread":0.200674999339098,"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."}}