{"id":"W6926408480","doi":"10.24433/co.9d2b64f4-4c32-4066-b36c-f984fc38df7c","title":"Pixel-based Adaptive Word Consensus Segmenter (PAWCS)","year":2017,"lang":"en","type":"other","venue":"Code Ocean","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Segmentation; Snapshot (computer storage); Pattern recognition (psychology); Baseline (sea); Image segmentation","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":[0.001255987,0.003151471,0.00132748,0.003324836,0.0008035811,0.001848623,0.003036637,0.001559612,0.0189652],"category_scores_gemma":[0.003688852,0.0005754086,0.0009560366,0.002273307,0.0004788905,0.001491583,0.001766157,0.001420445,0.02044996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009463482,"about_ca_system_score_gemma":0.001738193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012009,"about_ca_topic_score_gemma":0.03864499,"domain_scores_codex":[0.9987478,0.0001060458,0.00007735998,0.0005979447,0.0003212751,0.0001495927],"domain_scores_gemma":[0.999154,0.000153884,0.00005210012,0.0002438273,0.0003407156,0.00005545611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001392737,0.0003011423,0.002253907,0.001227936,0.0003457331,0.0001780461,0.0001878767,0.01488572,0.03058519,0.002540194,0.4226443,0.5234572],"study_design_scores_gemma":[0.0005925724,0.000659869,0.006395914,0.0002799743,0.0002785893,0.0008190217,0.0004665279,0.555635,0.1938331,0.009285549,0.2314444,0.0003094428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.03474249,0.002629729,0.2767994,0.0003899464,0.001168865,0.001071445,0.1224401,0.5439781,0.01677994],"genre_scores_gemma":[0.07930706,0.000730475,0.4658629,0.0004699519,0.000175615,0.001087938,0.4177383,0.01777429,0.01685345],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.02012009,"threshold_uncertainty_score":0.06344497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291161830871071,"score_gpt":0.2680859316105196,"score_spread":0.2389697485234125,"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."}}