{"id":"W4386179501","doi":"10.46298/cst.12157","title":"Roles of representations in the evaluation process of policies: case of public initiatives supporting the short sea shipping in Quebec region","year":2017,"lang":"en","type":"article","venue":"˜Les œCahiers scientifiques du transport","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Public policy; Welfare economics; Humanities; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02695978,0.000452967,0.0003350232,0.001946678,0.01770726,0.01334686,0.002402947,0.005043183,0.005119496],"category_scores_gemma":[0.02942835,0.0003490156,0.0006688171,0.002466249,0.01139225,0.003661723,0.005946764,0.003722525,0.0003209845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07738789,"about_ca_system_score_gemma":0.05250414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.760767,"about_ca_topic_score_gemma":0.7851689,"domain_scores_codex":[0.9732516,0.01885305,0.0004685702,0.0008338522,0.002636449,0.003956469],"domain_scores_gemma":[0.9656534,0.02269746,0.001562637,0.001364467,0.006378502,0.002343409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000322413,0.0005100997,0.04089672,0.0003563072,0.00006184712,0.01111341,0.647668,0.006704603,0.002941373,0.2120143,0.007371709,0.07003912],"study_design_scores_gemma":[0.00009453843,0.0002179022,0.02886045,0.0008533634,0.0001078709,0.0006094022,0.7897785,0.01698864,0.002616065,0.02062705,0.1390813,0.0001649868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337628,0.0005950385,0.008719232,0.02718025,0.00008473982,0.0004615663,0.0001424978,0.00005873687,0.1289952],"genre_scores_gemma":[0.9923063,0.0001383686,0.002377934,0.0004854591,0.000007862714,0.00005497256,0.00002839542,0.00001085995,0.004590002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.239233,"threshold_uncertainty_score":0.5614911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06379455758139402,"score_gpt":0.3726452655612583,"score_spread":0.3088507079798642,"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."}}