{"id":"W3194075876","doi":"10.3233/jid-210011","title":"Implementation Barriers: A TASKS Framework","year":2021,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Concordia University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Task (project management); Computer science; Identification (biology); Relation (database); Knowledge management; Human–computer interaction; Process management; Engineering; Systems engineering; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02163903,0.002629656,0.0009610777,0.007685684,0.006246478,0.0175169,0.004373748,0.005925087,0.008809668],"category_scores_gemma":[0.03363048,0.001335794,0.002657801,0.003245573,0.01656848,0.01893744,0.009805071,0.00563825,0.001984176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063654,"about_ca_system_score_gemma":0.02129567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126087,"about_ca_topic_score_gemma":0.005713657,"domain_scores_codex":[0.9747849,0.01492678,0.001944274,0.00173108,0.004456442,0.002156573],"domain_scores_gemma":[0.9673399,0.01948854,0.003207828,0.00262751,0.004727954,0.002608304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001676485,0.00006120251,0.0009548089,0.0002158326,0.00001688558,0.00009484601,0.004280187,0.002087737,0.0001301678,0.9771801,0.001387826,0.0135738],"study_design_scores_gemma":[0.00004478792,0.0001026305,0.00135851,0.0008948449,0.00006182861,0.0002252825,0.009271322,0.01116719,0.0005217454,0.8997797,0.07651287,0.00005931987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02296723,0.001690351,0.7332575,0.02738892,0.0004384967,0.001355598,0.0004703302,0.0005692684,0.2118623],"genre_scores_gemma":[0.5892568,0.00189158,0.3823505,0.00241731,0.0002329827,0.003449385,0.0006743853,0.0003335944,0.01939343],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02163903,"threshold_uncertainty_score":0.1144395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309605985316418,"score_gpt":0.458042592328634,"score_spread":0.3270819937969922,"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."}}