{"id":"W3193724558","doi":"10.1080/14615517.2021.1968264","title":"Book review for impact assessment and project appraisal","year":2021,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Project appraisal; Impact assessment; Environmental impact assessment; Environmental planning; Political science; Environmental science; Business; Public administration; Law; Finance","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008168866,0.0007484581,0.001332975,0.000507472,0.0005694801,0.001452441,0.0005385369,0.0002277688,0.002812738],"category_scores_gemma":[0.001629136,0.0005017901,0.0005821497,0.001358075,0.0002061082,0.001781011,0.0003848997,0.0005574538,0.0000230573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826317,"about_ca_system_score_gemma":0.006688673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001221965,"about_ca_topic_score_gemma":0.00004233363,"domain_scores_codex":[0.9925706,0.001015793,0.00153328,0.00136131,0.002525206,0.0009937786],"domain_scores_gemma":[0.991818,0.0049742,0.0007675573,0.001041599,0.001008537,0.000390179],"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":[0.0001906635,0.0005039601,0.08824608,0.000614227,0.0004501769,0.00002547165,0.0009609985,0.00002493719,0.0006334617,0.001387337,0.8217948,0.08516786],"study_design_scores_gemma":[0.004076337,0.002367449,0.2297796,0.0006489941,0.0003829043,0.0003138444,0.001517882,0.01788114,0.0001407615,0.0005354885,0.7411584,0.001197203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4434287,0.3411751,0.05115507,0.04930417,0.008207859,0.02478401,0.002156833,0.001042511,0.07874572],"genre_scores_gemma":[0.8210146,0.09190916,0.04826619,0.02019344,0.002458859,0.003636794,0.002002731,0.0003640994,0.0101541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3775859,"threshold_uncertainty_score":0.9997434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808158287252966,"score_gpt":0.6164587424993604,"score_spread":0.4356429137740637,"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."}}