{"id":"W2908270650","doi":"10.1017/iop.2018.123","title":"Beyond Managing Research Partnerships: Partnered Research as an Integrated Methodological Approach","year":2018,"lang":"en","type":"article","venue":"Industrial and Organizational Psychology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Alberta; University of Toronto; McMaster University; University of Ottawa","funders":"","keywords":"Argument (complex analysis); Set (abstract data type); Knowledge management; Test (biology); Management science; Sociology; Energy (signal processing); Psychology; Engineering ethics; Computer science; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4365944,0.001358479,0.002153241,0.00687011,0.007116454,0.02301772,0.008435826,0.008954096,0.007121749],"category_scores_gemma":[0.4159251,0.001667694,0.002061255,0.00728023,0.0229978,0.04329669,0.0331162,0.01237149,0.001669755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009164148,"about_ca_system_score_gemma":0.02900195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102679,"about_ca_topic_score_gemma":0.001729449,"domain_scores_codex":[0.3771518,0.5752813,0.01271926,0.01100993,0.02009397,0.003743719],"domain_scores_gemma":[0.5372547,0.2955981,0.02545381,0.09913624,0.03363525,0.008921869],"domain_codex":"methods","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":[0.0001837257,0.0004766459,0.006634669,0.002430907,0.0005041504,0.0002331598,0.02894451,0.001223452,0.0005714315,0.8485007,0.003916709,0.10638],"study_design_scores_gemma":[0.0002612214,0.0004388554,0.001226694,0.003396557,0.0002552019,0.0002717841,0.01206708,0.003851911,0.0008860399,0.9267586,0.05051104,0.0000751207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01711989,0.007594717,0.8524236,0.06811184,0.001351409,0.007252388,0.0001509028,0.0002934963,0.04570175],"genre_scores_gemma":[0.3680893,0.0022557,0.5953576,0.01373031,0.0004840026,0.01725909,0.0001357567,0.0001578837,0.002530466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4365944,"threshold_uncertainty_score":0.6947794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9710060626679311,"score_gpt":0.7817805317249171,"score_spread":0.189225530943014,"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."}}