{"id":"W2182857497","doi":"10.3138/cjpe.29.3.154","title":"A Point of No Return Finally Reached: The Journey Ahead","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Mathematics; Economics; Econometrics; History; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0399521,0.0001131253,0.0002603256,0.0004698727,0.0001421096,0.0002984214,0.0007345899,0.00007586592,0.001418318],"category_scores_gemma":[0.01086266,0.00006629348,0.0001597994,0.0007624719,0.000146956,0.000591442,0.00001712125,0.0002951123,0.0001306202],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729261,"about_ca_system_score_gemma":0.0108895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006177821,"about_ca_topic_score_gemma":0.01236082,"domain_scores_codex":[0.9941154,0.0009528297,0.001229135,0.0001489448,0.003302815,0.000250871],"domain_scores_gemma":[0.9884909,0.0002838841,0.001258543,0.0004135849,0.00895736,0.000595687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000099723,0.00008989103,0.02671179,0.000006842538,0.00006796826,0.00001158853,0.007821334,0.00280336,0.0001008837,0.001087851,0.08723984,0.8739589],"study_design_scores_gemma":[0.004763476,0.004564665,0.1634881,0.0002825852,0.0003889684,0.0004888606,0.01479369,0.1936667,0.0004249667,0.07994007,0.5367348,0.0004631817],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393381,0.00150949,0.001388728,0.02266029,0.002784654,0.001787349,0.00001277957,0.00001119243,0.03050735],"genre_scores_gemma":[0.9954317,0.000009792527,0.003367593,0.0003260754,0.0002915363,0.00002395028,0.000005098549,0.000008458412,0.000535809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8734958,"threshold_uncertainty_score":0.9994945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5769749004666175,"score_gpt":0.5455323490261877,"score_spread":0.03144255144042973,"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."}}