{"id":"W2060387273","doi":"10.1111/j.1754-7121.2007.tb02200.x","title":"Reflections and prescriptions","year":2007,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Citation; Library science; Politics; Medical prescription; Computer science; Political science; Law; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001376615,0.00006886073,0.00005897282,0.0003855923,0.001634458,0.0004776564,0.0001391763,0.0001338951,0.0005309376],"category_scores_gemma":[0.0009290028,0.00008148952,0.00002308455,0.0005738965,0.0003378207,0.0006192648,0.00000593425,0.0001507219,0.00003579136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737276,"about_ca_system_score_gemma":0.005492724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02034905,"about_ca_topic_score_gemma":0.9610366,"domain_scores_codex":[0.9987347,0.00008765227,0.0001770421,0.0001819033,0.0002480335,0.0005706968],"domain_scores_gemma":[0.9981635,0.00008972568,0.00003810046,0.0001302796,0.0001710185,0.001407347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002354389,0.00001500792,0.0008614908,0.000001605864,0.000004803035,0.000007880096,0.000478774,9.288039e-9,0.00007101127,0.9875481,0.006572146,0.004436886],"study_design_scores_gemma":[0.00007170621,0.00003900985,0.005592664,0.000001874826,0.000002490993,0.00001018744,0.002677017,0.000007758453,0.00005490984,0.00249332,0.9889577,0.00009135676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02101493,0.00003999651,0.002153712,0.1753647,0.0002124718,0.0002815367,0.00003805388,0.0001008409,0.8007938],"genre_scores_gemma":[0.9856935,0.0000167753,0.0003804826,0.0008122026,0.0003858717,0.000015983,0.00003829485,0.000006179361,0.01265068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9850547,"threshold_uncertainty_score":0.9996653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065301148422155,"score_gpt":0.4411218905175155,"score_spread":0.3345917756753,"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."}}