{"id":"W2101145506","doi":"10.1002/meet.14504701412","title":"How hierarchical structures may influence the way that we think","year":2010,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hierarchy; Computer science; Task (project management); Hierarchical database model; Affect (linguistics); Hierarchical organization; Cognitive psychology; Psychology; Data mining; Communication; Engineering; Systems engineering; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008858583,0.00012753,0.0001829852,0.0002108679,0.0007081079,0.000415561,0.003149745,0.00007299661,2.232328e-7],"category_scores_gemma":[0.0007192545,0.00006960949,0.0001193506,0.003315831,0.005884485,0.004187131,0.0009380107,0.0004073537,3.738459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131701,"about_ca_system_score_gemma":0.00009891068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006124125,"about_ca_topic_score_gemma":0.000001060545,"domain_scores_codex":[0.9986641,0.000001768574,0.0002024803,0.0002259951,0.0005736675,0.000332023],"domain_scores_gemma":[0.9979421,0.00007558755,0.0006364587,0.000365538,0.0009338179,0.00004652863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000247666,0.000005247199,0.001842416,0.00001761292,0.00001312142,7.228336e-9,0.001810018,0.000001259492,0.06109738,0.7466041,0.0007199015,0.1878865],"study_design_scores_gemma":[0.0002706811,0.0002250707,0.008849455,0.00002296922,0.00003250105,0.00006566544,0.00943502,0.01287725,0.4223494,0.4540324,0.09144253,0.0003971127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878338,0.00002270524,0.03663254,0.08376792,0.00007699218,0.0005177923,0.000004127183,0.0003645259,0.0002754258],"genre_scores_gemma":[0.8726134,0.00006586647,0.1261986,0.001052703,0.00001019291,0.00004067078,1.430744e-7,0.000002812671,0.00001566443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.361252,"threshold_uncertainty_score":0.9968209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008299225593631067,"score_gpt":0.261755658319421,"score_spread":0.2534564327257899,"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."}}