{"id":"W1548455965","doi":"10.1177/1035719x0700700105","title":"Contribution analysis","year":2007,"lang":"en","type":"article","venue":"Evaluation Journal of Australasia","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"Australian Agency for International Development","keywords":"Outcome (game theory); Political science; Risk analysis (engineering); Process management; Computer science; Engineering; Business; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024673,0.001774402,0.001191468,0.01416585,0.004392564,0.008780876,0.003827144,0.001256212,0.0754072],"category_scores_gemma":[0.08212762,0.000494184,0.001947582,0.00958452,0.00185039,0.007694736,0.009211132,0.001877729,0.02075733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004757958,"about_ca_system_score_gemma":0.009984725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004909842,"about_ca_topic_score_gemma":0.003834414,"domain_scores_codex":[0.9635184,0.01045232,0.002591389,0.005122724,0.01603697,0.002278132],"domain_scores_gemma":[0.9386466,0.01428275,0.003352604,0.009726472,0.03200785,0.001983607],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004180569,0.0002504055,0.01873896,0.0009419899,0.0001511153,0.0002302904,0.006366585,0.001899749,0.00122616,0.2757878,0.09409948,0.5998893],"study_design_scores_gemma":[0.00007187638,0.0002320767,0.01324393,0.0009449221,0.0002192532,0.0005229587,0.008805403,0.01291302,0.004758112,0.1349692,0.8231684,0.0001507575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02921377,0.0008040577,0.3682503,0.004716086,0.001700282,0.006355172,0.01112216,0.00501862,0.5728196],"genre_scores_gemma":[0.3060771,0.001170169,0.3902352,0.00142973,0.0007637416,0.005868056,0.0215692,0.002437321,0.2704495],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.975327,"threshold_uncertainty_score":0.2522622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838261208487757,"score_gpt":0.5447163949946406,"score_spread":0.3608902741458649,"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."}}