{"id":"W4320147257","doi":"10.1007/978-3-031-20719-8","title":"Discrete Choice Analysis with R","year":2022,"lang":"en","type":"book","venue":"Use R!","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; McMaster University","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":[0.006211353,0.002279015,0.002585643,0.001830966,0.0007586151,0.003703854,0.001169772,0.001594756,0.05446196],"category_scores_gemma":[0.01843554,0.001045396,0.001803755,0.003065341,0.002316725,0.003571478,0.001706882,0.00444745,0.02365236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151866,"about_ca_system_score_gemma":0.001306031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276871,"about_ca_topic_score_gemma":0.00111634,"domain_scores_codex":[0.9926924,0.004725755,0.0003238348,0.0007973053,0.001310514,0.0001502293],"domain_scores_gemma":[0.9889655,0.008510224,0.0002620064,0.001409373,0.0007316578,0.0001213351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002034901,0.00002523888,0.00007155473,0.0002137212,0.00004818548,0.00003162969,0.00008247075,0.002209992,0.0002079068,0.8920584,0.03399524,0.07103537],"study_design_scores_gemma":[0.00002164564,0.00002143782,0.0001130013,0.00007607271,0.00002464792,0.00006631441,0.00003049106,0.01304729,0.0002530882,0.9130129,0.07330913,0.00002402138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005251565,0.002239795,0.9064098,0.001681954,0.000772137,0.00009169628,0.0005619337,0.000566136,0.08715132],"genre_scores_gemma":[0.06026261,0.004868857,0.7436018,0.002032148,0.00174366,0.001642859,0.001031075,0.001058935,0.183758],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05446196,"threshold_uncertainty_score":0.1821934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08273780746198031,"score_gpt":0.3642352033706956,"score_spread":0.2814973959087154,"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."}}