{"id":"W3094494370","doi":"10.1111/poms.13287","title":"Food Aid Modality Selection Problem","year":2020,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Simon Fraser University","funders":"","keywords":"Commodity; Modalities; Voucher; Modality (human–computer interaction); Consumption (sociology); Population; Computer science; Cash; Business; Marketing; Environmental economics; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881211,0.001594728,0.00248198,0.001080974,0.0008924319,0.003007159,0.002817914,0.003944315,0.03859566],"category_scores_gemma":[0.005209541,0.0009453978,0.001448046,0.001364655,0.001073097,0.00278819,0.001805498,0.002405874,0.002354298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802593,"about_ca_system_score_gemma":0.002291718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755067,"about_ca_topic_score_gemma":0.003274456,"domain_scores_codex":[0.9982602,0.0007498834,0.0000489275,0.000349909,0.0001762295,0.0004148978],"domain_scores_gemma":[0.9978408,0.001481487,0.0001242925,0.00007555188,0.0002381293,0.0002397172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007630577,0.0007942767,0.005091917,0.0005855344,0.0002343922,0.0009156763,0.0001882561,0.836729,0.001579383,0.04996086,0.02459231,0.07856523],"study_design_scores_gemma":[0.0002186031,0.000261302,0.001495312,0.00007322225,0.00009036249,0.0002829245,0.0003618119,0.9508824,0.0009185069,0.03668215,0.008682534,0.0000508182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2246146,0.001408502,0.6592903,0.006594671,0.0004990178,0.00219131,0.00661779,0.0009755117,0.09780826],"genre_scores_gemma":[0.8505396,0.0005922609,0.1102502,0.0008682124,0.0001971692,0.001176182,0.001901179,0.0002485483,0.03422654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03859566,"threshold_uncertainty_score":0.1291153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373073674382915,"score_gpt":0.2542553003445032,"score_spread":0.2305245636006741,"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."}}