{"id":"W768536881","doi":"10.1044/cred-impl-rmr-001","title":"Implementation Science: Realities and Lessons Learned","year":2014,"lang":"en","type":"article","venue":"the Clinical Research Education Library","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Engineering ethics; Political science; Sociology; Psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04747489,0.00008666604,0.0002183477,0.0005521986,0.001232384,0.00199112,0.001567471,0.00005288275,0.0007234641],"category_scores_gemma":[0.02677082,0.00004887402,0.00007549115,0.002049344,0.001652127,0.001345344,0.0009735275,0.0004260607,0.0004436517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015692,"about_ca_system_score_gemma":0.001812007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108089,"about_ca_topic_score_gemma":0.00001904319,"domain_scores_codex":[0.9920915,0.003018298,0.001027976,0.0006711571,0.002785976,0.0004050931],"domain_scores_gemma":[0.968791,0.0283656,0.0002689096,0.001430693,0.0007399644,0.0004038479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001670389,0.00003118613,0.0110143,0.000001530871,0.000001550617,7.218676e-8,0.0003486205,6.691239e-7,0.0000259594,0.3734798,0.1374369,0.4776427],"study_design_scores_gemma":[0.0001033952,0.00006306481,0.1523619,0.00001114632,0.000001045568,0.000001935591,0.007272221,0.0003397688,0.00003077115,0.5128425,0.3269275,0.00004468311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8329233,0.0006128625,0.0007057592,0.1111661,0.001502132,0.0005940423,0.000009252526,0.0001101453,0.05237638],"genre_scores_gemma":[0.9858996,0.00009030055,0.0006450675,0.0009830826,0.0007832382,0.00003606856,0.00000204276,0.00001410978,0.0115465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4775981,"threshold_uncertainty_score":0.9990449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7585890726462496,"score_gpt":0.7009610439070334,"score_spread":0.05762802873921624,"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."}}