{"id":"W4387589927","doi":"10.1108/978-1-80382-481-920231007","title":"Policy Implementation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Business; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.006792135,0.0004744186,0.0003769207,0.001093521,0.003854739,0.009443589,0.001766908,0.00458115,0.1406937],"category_scores_gemma":[0.01175299,0.000377964,0.0004227857,0.0008823028,0.002985021,0.005512617,0.005216118,0.005308392,0.02216219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008303126,"about_ca_system_score_gemma":0.01779045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122757,"about_ca_topic_score_gemma":0.01746003,"domain_scores_codex":[0.995322,0.001606555,0.0001204557,0.0006199042,0.001361254,0.0009697215],"domain_scores_gemma":[0.9977591,0.0005373897,0.00007941366,0.0003527436,0.0008620941,0.0004091408],"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":[0.000007905264,0.0000355863,0.000108627,0.0000306675,0.000001731281,0.00002646565,0.0005063378,0.0001083612,0.0001038652,0.8657997,0.1044494,0.02882132],"study_design_scores_gemma":[0.000006689383,0.00001168396,0.0003841707,0.0001485613,0.000002430389,0.00002362461,0.0009883812,0.0002006023,0.0002015054,0.09759765,0.9004286,0.000006159858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009426962,0.0004283405,0.00256504,0.01818619,0.0006143634,0.0001099019,0.0001151299,0.00007630255,0.9769621],"genre_scores_gemma":[0.04467091,0.000590001,0.002896898,0.01127041,0.0002128917,0.0003029556,0.0001992071,0.00010814,0.9397486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1406937,"threshold_uncertainty_score":0.4706673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480614310879791,"score_gpt":0.3594883116650227,"score_spread":0.3246821685562248,"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."}}