{"id":"W4384698091","doi":"10.22215/etd/2023-15498","title":"Understanding Independent Grocer Resilience through Customer Experience Insights","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Marketing; Reciprocity (cultural anthropology); Psychological resilience; Resilience (materials science); Diversity (politics); Knowledge management; Computer science; Psychology; Sociology","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":[0.00302514,0.0004203836,0.0002514748,0.00195083,0.003400477,0.006215243,0.001062394,0.0008235423,0.006067475],"category_scores_gemma":[0.003612919,0.0002342689,0.0002400136,0.001374005,0.005169573,0.004190505,0.003839469,0.001078642,0.0003796617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425544,"about_ca_system_score_gemma":0.004180944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04662545,"about_ca_topic_score_gemma":0.1211808,"domain_scores_codex":[0.9982193,0.0007518304,0.00003004546,0.0001372266,0.0003816433,0.0004800503],"domain_scores_gemma":[0.9975147,0.001405847,0.00019733,0.0001415916,0.0004256703,0.000314811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008855147,0.0001120819,0.02546662,0.0001894102,0.00002531211,0.001885645,0.8936414,0.0004239415,0.001661602,0.02566964,0.004491426,0.04634446],"study_design_scores_gemma":[0.000004447004,0.00004526644,0.01701,0.0001482627,0.00001531482,0.0003187522,0.9479288,0.000612963,0.0003403814,0.00439276,0.02915586,0.00002726441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153693,0.0003881526,0.002813025,0.001899883,0.00002279568,0.00007499006,0.0001331049,0.00002176217,0.07927693],"genre_scores_gemma":[0.9940987,0.0003205814,0.0009023393,0.0002761779,0.000005495262,0.00002787644,0.00007244728,0.00001241958,0.004284034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04662545,"threshold_uncertainty_score":0.09270811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852908631461675,"score_gpt":0.2638702323793117,"score_spread":0.195341146064695,"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."}}