{"id":"W3037577968","doi":"10.1002/meet.2009.145046013","title":"Metatheoretical snowmen","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Eurostars","keywords":"Metatheory; Persona; Exposition (narrative); Confusion; Epistemology; Sociology; Aesthetics; Psychology; Computer science; Philosophy; Art; Human–computer interaction; Literature; Psychoanalysis","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":[0.006213229,0.0006602913,0.0008060049,0.003378336,0.003922771,0.008353065,0.001524089,0.002435161,0.012554],"category_scores_gemma":[0.006920534,0.0004662306,0.001133005,0.001853492,0.02282091,0.01150844,0.004846419,0.005377976,0.001898522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006380704,"about_ca_system_score_gemma":0.002301717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760928,"about_ca_topic_score_gemma":0.001527047,"domain_scores_codex":[0.9944681,0.003215064,0.0002232263,0.0006750445,0.001081765,0.0003367764],"domain_scores_gemma":[0.995993,0.00205603,0.0001977318,0.000969214,0.0005745339,0.0002095027],"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":[0.000002255083,0.000002084092,0.00001541664,0.00001093585,0.000001682398,0.000009929193,0.00051997,0.00005679938,0.00001875991,0.9973634,0.0009574787,0.001041168],"study_design_scores_gemma":[0.000003083314,0.00000382705,0.00002945925,0.00004039883,0.000002532009,0.00002165237,0.000351927,0.0004791429,0.00005774908,0.9744542,0.02455288,0.000003164167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01757985,0.01176381,0.1645369,0.05086233,0.00160303,0.000104985,0.0002987162,0.0003757435,0.7528746],"genre_scores_gemma":[0.8816751,0.00492852,0.05211908,0.005413427,0.001564581,0.000339173,0.0002811645,0.0002609162,0.05341795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.012554,"threshold_uncertainty_score":0.04629546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016265112541603,"score_gpt":0.2888682462612706,"score_spread":0.2787055951358545,"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."}}