{"id":"W4253953496","doi":"10.31234/osf.io/qv9pg","title":"An Investigation of Iconic Language Development in Four Datasets","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Iconicity; Comprehension; Psychology; Language acquisition; Language development; Linguistics; Word (group theory); Developmental psychology","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":[0.002274946,0.0006326,0.0003308109,0.004524454,0.0006871592,0.001409822,0.0006900718,0.0008089191,0.00247765],"category_scores_gemma":[0.01605323,0.0002349187,0.0005179437,0.00278191,0.0006789788,0.001451485,0.003006317,0.001053232,0.001370322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734006,"about_ca_system_score_gemma":0.0004429162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511996,"about_ca_topic_score_gemma":0.006413574,"domain_scores_codex":[0.9981385,0.0005851203,0.0002542255,0.000481547,0.000377463,0.0001630127],"domain_scores_gemma":[0.9829972,0.01022344,0.001597104,0.002532657,0.002014738,0.0006349633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180584,0.0005215642,0.7152452,0.002158732,0.0006397167,0.0017943,0.01705187,0.001420028,0.04758276,0.005996472,0.04508471,0.161324],"study_design_scores_gemma":[0.00004436389,0.0001430898,0.9218128,0.0001424285,0.000108735,0.003153624,0.004224018,0.003187827,0.006215703,0.002514097,0.05836854,0.00008478686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311131,0.001095734,0.005454684,0.000313905,0.00004462972,0.00008302762,0.05490558,0.0006003143,0.006389124],"genre_scores_gemma":[0.7932613,0.0004582323,0.02173764,0.0002167476,0.00004116205,0.0004598061,0.1810199,0.0004739094,0.002331265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004524454,"threshold_uncertainty_score":0.0120312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967901733689671,"score_gpt":0.3255769223983085,"score_spread":0.2858979050614118,"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."}}