{"id":"W2604496543","doi":"10.1177/2041669517693023","title":"Curve Appeal: Exploring Individual Differences in Preference for Curved Versus Angular Objects","year":2017,"lang":"en","type":"article","venue":"i-Perception","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universitat de les Illes Balears","keywords":"Preference; Appeal; Psychology; Mathematics; Geometry; Statistics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003213892,0.0001949153,0.0002517255,0.0001723062,0.000537646,0.0002790581,0.0006033498,0.00009722685,0.0001926597],"category_scores_gemma":[0.0006106314,0.0001801201,0.0001238274,0.0001266869,0.0001840892,0.0007227071,0.0001134243,0.0001741139,0.0001297851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007610954,"about_ca_system_score_gemma":0.00003036726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446569,"about_ca_topic_score_gemma":0.0003303174,"domain_scores_codex":[0.9983052,0.0001380069,0.0002648358,0.0005643268,0.0003613894,0.000366225],"domain_scores_gemma":[0.9991342,0.00004817296,0.0001739548,0.0005108655,0.00003595239,0.00009688857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009057841,0.0007418258,0.139572,0.0001290584,0.00002273685,0.00002654772,0.02344198,0.00008851516,0.4759762,0.001653163,0.0003777879,0.3570645],"study_design_scores_gemma":[0.002486845,0.0002959612,0.9857163,0.0001060204,0.00005200925,0.000003503462,0.003155038,0.004418921,0.002133887,0.0006666195,0.0005053994,0.000459527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965625,0.000007280353,0.001213557,0.0002851596,0.0004457186,0.0002903876,0.00002337543,0.00008847097,0.001083518],"genre_scores_gemma":[0.9988436,0.0001693617,0.0002893568,0.00009902863,0.0001396423,0.0001946956,0.00001472535,0.00001865755,0.0002309001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8461443,"threshold_uncertainty_score":0.7345085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4166196162441463,"score_gpt":0.3545941651160064,"score_spread":0.06202545112813984,"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."}}