{"id":"W6947585986","doi":"10.4224/40000429","title":"Aids to navigation design and review: Phase I report","year":2013,"lang":"en","type":"report","venue":"National Research Council Canada (Government of Canada)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Phase (matter); Navigational aid; Identification (biology); Work (physics); Decision aids; Systems design","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":[0.06518773,0.001669149,0.001846132,0.007067063,0.002478413,0.007944594,0.004574099,0.00329696,0.04952676],"category_scores_gemma":[0.09164286,0.00146663,0.002044699,0.004056576,0.001074246,0.003195032,0.005247994,0.002074581,0.04575239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071209,"about_ca_system_score_gemma":0.05224812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005869088,"about_ca_topic_score_gemma":0.01201005,"domain_scores_codex":[0.9448546,0.01787826,0.005549702,0.002551801,0.0264463,0.00271933],"domain_scores_gemma":[0.7215607,0.0202587,0.01599378,0.0149231,0.2149531,0.0123106],"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":[0.0009217055,0.0005338124,0.001036594,0.009739293,0.000164244,0.0002137265,0.0006724586,0.0003423268,0.00707301,0.003226322,0.7356377,0.2404389],"study_design_scores_gemma":[0.0002191041,0.000339403,0.00105503,0.001726986,0.0001000964,0.0001099817,0.0001616375,0.00008934835,0.003455468,0.0005090754,0.992197,0.00003676966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.02018938,0.06047674,0.1183689,0.06117249,0.05120591,0.3354406,0.1062329,0.01305001,0.2338632],"genre_scores_gemma":[0.02597595,0.06176533,0.3521781,0.02056977,0.01125877,0.1451621,0.07462635,0.003757907,0.3047058],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06518773,"threshold_uncertainty_score":0.3447498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08360056807277276,"score_gpt":0.3615664528607697,"score_spread":0.2779658847879969,"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."}}