{"id":"W4396713285","doi":"10.2139/ssrn.4815131","title":"LogicalOutcomes Evaluation Planning Handbook","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Social Innovation; LogicalOutcomes","funders":"","keywords":"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":[0.006782566,0.0009214735,0.0005929603,0.00429758,0.001132291,0.004490053,0.00226763,0.001147677,0.2316906],"category_scores_gemma":[0.01518778,0.001071032,0.0005669049,0.003247483,0.0006947629,0.002496243,0.001800612,0.002035368,0.08839078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537951,"about_ca_system_score_gemma":0.01155257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005548212,"about_ca_topic_score_gemma":0.01612384,"domain_scores_codex":[0.9968725,0.001039934,0.0002300355,0.0001295017,0.001576692,0.0001513256],"domain_scores_gemma":[0.9861656,0.007659531,0.0006223732,0.001001409,0.003950156,0.000600938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004733485,0.00010372,0.0002391886,0.0003670678,0.000005943542,0.000050358,0.0001081573,0.00230672,0.0002765554,0.04102963,0.5738465,0.3816189],"study_design_scores_gemma":[0.0000324111,0.00004423473,0.0003123933,0.0003261333,0.00000712018,0.00009573664,0.00009827043,0.001814348,0.0006490313,0.02481182,0.9717884,0.00002003647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001061947,0.004806753,0.284353,0.008524331,0.001229923,0.001620057,0.008817581,0.0179107,0.6716756],"genre_scores_gemma":[0.01386776,0.006690269,0.3255543,0.002241479,0.0006336361,0.002223774,0.01031322,0.002720552,0.6357551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2316906,"threshold_uncertainty_score":0.7750822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2281378642438064,"score_gpt":0.5324886917360048,"score_spread":0.3043508274921984,"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."}}