{"id":"W2113705970","doi":"10.1017/s0140525x04220039","title":"What's new about social construction? Distinct roles needed for language and communication","year":2004,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dyad; Set (abstract data type); Psychology; Theory of mind; Social constructivism; Epistemology; Sociology; Cognitive science; Social psychology; Linguistics; Computer science; Social science; Cognition","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001978467,0.00009370849,0.0001116928,0.00004731197,0.001215412,0.001361371,0.0002180705,0.00002936376,0.00008087434],"category_scores_gemma":[0.00001270208,0.00007144711,0.00003007221,0.00004384762,0.001793343,0.001015219,0.00005777114,0.0000600208,0.000001918672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012632,"about_ca_system_score_gemma":0.00006683039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043056,"about_ca_topic_score_gemma":0.008660677,"domain_scores_codex":[0.9994165,0.0000329918,0.0001410601,0.0001535546,0.0001181389,0.0001377039],"domain_scores_gemma":[0.9996332,0.00006985675,0.00008506279,0.0001232898,0.00004245048,0.00004615854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001349732,0.0000683199,0.0005685865,0.00001305417,0.000006355274,6.008462e-7,0.1873476,9.874399e-7,0.0003455497,0.738575,0.001386245,0.07167424],"study_design_scores_gemma":[0.0009615992,0.0001613022,0.006706789,0.00007700839,0.00004539781,0.000009624496,0.9329329,0.000008384138,0.0002351608,0.04424244,0.01433119,0.0002881805],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850736,0.002059032,0.00002954806,0.01087184,0.0001188244,0.0001703822,0.00003451258,0.00005383966,0.001588386],"genre_scores_gemma":[0.9973943,0.00006930437,0.001337507,0.0002289222,0.0001614911,0.00002039721,0.00003044248,0.000005098364,0.0007525351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7455853,"threshold_uncertainty_score":0.9996753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07951203328528474,"score_gpt":0.3608524695307146,"score_spread":0.2813404362454299,"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."}}