{"id":"W6948064933","doi":"10.4224/21268045","title":"International Joint Commission model selection and implementation guidelines","year":2012,"lang":"en","type":"report","venue":"NPARC","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":"Process (computing); Commission; Work (physics); Joint (building); Agency (philosophy); Selection (genetic algorithm); Corporate governance; European commission","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07766396,0.003123793,0.002338964,0.01056977,0.003218087,0.01259558,0.01415474,0.008740136,0.09258316],"category_scores_gemma":[0.2024356,0.002992254,0.004911223,0.01123903,0.002598692,0.007424024,0.005437937,0.008679366,0.05061744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020319,"about_ca_system_score_gemma":0.04713644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05979061,"about_ca_topic_score_gemma":0.04121407,"domain_scores_codex":[0.9319581,0.02918913,0.0071348,0.003360979,0.02537051,0.002986493],"domain_scores_gemma":[0.8650678,0.03623533,0.00419841,0.01545279,0.07640021,0.002645415],"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":[0.000290997,0.0004273187,0.001930277,0.001768498,0.0001191537,0.0002942161,0.00108952,0.02967562,0.0007301618,0.1805066,0.6465167,0.1366508],"study_design_scores_gemma":[0.0002095196,0.000108185,0.0009909549,0.003070874,0.00009908695,0.000109149,0.0004597651,0.01909366,0.001135021,0.04181127,0.9327927,0.0001196037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002668721,0.002371035,0.5117398,0.01407361,0.003296442,0.01909286,0.04824825,0.01286922,0.3856401],"genre_scores_gemma":[0.0318533,0.004165757,0.7126088,0.007781995,0.0006410897,0.04286656,0.0770357,0.01125822,0.1117886],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09258316,"threshold_uncertainty_score":0.4107312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290080219867872,"score_gpt":0.391116448422421,"score_spread":0.3282156462237423,"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."}}