{"id":"W1558148421","doi":"10.2307/4132340","title":"The Repertory Grid Technique: A Method for the Study of Cognition in Information Systems1","year":2002,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Repertory grid; Cognition; Computer science; Information system; Grid; Psychology; Knowledge management; Cognitive science; Management science; Cognitive psychology; Engineering; Social psychology; Mathematics; Neuroscience","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":[0.01406836,0.001281968,0.0021349,0.008423896,0.001863019,0.00323522,0.001921445,0.001110722,0.009409744],"category_scores_gemma":[0.02633977,0.0007553275,0.001768538,0.0133947,0.003979188,0.00377039,0.003869168,0.003442826,0.001712557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977555,"about_ca_system_score_gemma":0.003838047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996991,"about_ca_topic_score_gemma":0.004683067,"domain_scores_codex":[0.9842541,0.01143291,0.00121437,0.0008889908,0.001977001,0.0002325719],"domain_scores_gemma":[0.9839744,0.01204721,0.0006243109,0.001950157,0.001145292,0.0002587205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000384748,0.0004621293,0.006287408,0.004097432,0.0002148253,0.000491326,0.05096369,0.002291183,0.004322529,0.3153668,0.03149381,0.5836242],"study_design_scores_gemma":[0.0004294135,0.0006835536,0.0171355,0.002329929,0.0001815954,0.001356152,0.01910954,0.01164814,0.003164331,0.4462315,0.497418,0.0003123557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01378309,0.003626098,0.944787,0.001101803,0.0006080893,0.007475041,0.002175817,0.0009204534,0.0255226],"genre_scores_gemma":[0.04574774,0.001756153,0.9303459,0.0002764118,0.00009174825,0.01788348,0.0006886204,0.0001762777,0.003033619],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01406836,"threshold_uncertainty_score":0.0744015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07484072693310848,"score_gpt":0.3953943986058801,"score_spread":0.3205536716727716,"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."}}