{"id":"W2022090531","doi":"10.1046/j.1470-6431.2003.00308_39.x","title":"Perceived consumer competence of college students: a qualitative exploratory study","year":2003,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Competence (human resources); Qualitative research; Psychology; Perception; Exploratory research; Marketing; Public relations; Social psychology; Sociology; Business; Political science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322638,0.0002095155,0.0004912696,0.0005899236,0.000128795,0.0001286897,0.0006122385,0.00003683879,0.0002382301],"category_scores_gemma":[0.0009322522,0.0001821479,0.0001762393,0.0002769619,0.0003149429,0.0009782127,0.0001379668,0.000182041,0.00009260737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264831,"about_ca_system_score_gemma":0.00008664094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003123194,"about_ca_topic_score_gemma":0.0001119306,"domain_scores_codex":[0.997253,0.0001704268,0.001095587,0.0002103503,0.001115788,0.0001548203],"domain_scores_gemma":[0.9939834,0.0003069714,0.001175038,0.0001853323,0.004327013,0.00002227994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008528061,0.004603378,0.9120231,0.0001577263,0.007298789,0.0002334971,0.03142534,0.00001114287,0.003892739,0.01453779,0.01144835,0.01351529],"study_design_scores_gemma":[0.009552985,0.00009180639,0.526581,0.0005409892,0.00128172,0.00006735255,0.4057571,0.00001076376,0.0003512432,0.00289347,0.05218245,0.0006890859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993619,0.002898566,0.00005255837,0.0002447006,0.002451024,0.0002905587,0.00001499118,0.00001938872,0.0004092157],"genre_scores_gemma":[0.9988049,0.0005360126,0.0001222358,0.0002088432,0.0001097182,0.00002616913,0.000002585639,0.00001571058,0.0001738744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854421,"threshold_uncertainty_score":0.7427778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657364127956579,"score_gpt":0.3931262856666825,"score_spread":0.2965526443871166,"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."}}