{"id":"W6931332884","doi":"10.5281/zenodo.802877","title":"rystanley/imExtractor: The goal of imExtractor is to provide a simple and flexible tool to analyze images as binary thresholds.","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Scientific Techniques and Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Image processing; Simple (philosophy); Code (set theory); Binary number; Image (mathematics); Binary data; Binary code","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001956876,0.003787765,0.001827777,0.003062136,0.0009094423,0.004374802,0.004629468,0.001982413,0.1117263],"category_scores_gemma":[0.005021586,0.001897996,0.001897857,0.001801397,0.000847202,0.003453363,0.00289811,0.00290148,0.1112817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009030466,"about_ca_system_score_gemma":0.001219629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050214,"about_ca_topic_score_gemma":0.002604601,"domain_scores_codex":[0.9987804,0.0001112431,0.00009392807,0.0003932136,0.0004779058,0.0001431974],"domain_scores_gemma":[0.998512,0.0003827786,0.0001352875,0.0005033055,0.000361047,0.0001055754],"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":[0.0007571534,0.0001422844,0.001621625,0.001834744,0.0002779792,0.0004733294,0.0003684176,0.002893461,0.07464226,0.01723641,0.6399099,0.2598424],"study_design_scores_gemma":[0.0002443346,0.000120101,0.002968363,0.0002420808,0.0001173287,0.001384732,0.0001186497,0.06912372,0.3141423,0.02321664,0.5880024,0.0003194054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002649646,0.0003127434,0.4392913,0.0002792519,0.0002521969,0.0002109105,0.01488498,0.5268545,0.01526453],"genre_scores_gemma":[0.02477533,0.0005103212,0.654346,0.0004924186,0.0001510067,0.0008119311,0.03556056,0.2521748,0.03117748],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1117263,"threshold_uncertainty_score":0.3737617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046601067082565,"score_gpt":0.2865854811073048,"score_spread":0.2661194704364791,"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."}}