{"id":"W4285588380","doi":"10.1080/17518423.2022.2099030","title":"Aided communication, mind understanding and co-construction of meaning","year":2022,"lang":"en","type":"article","venue":"Developmental Neurorehabilitation","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Ontario Federation for Cerebral Palsy","keywords":"Comprehension; Psychology; Meaning (existential); Symbol (formal); Task (project management); Adaptation (eye); Nonverbal communication; Cognitive psychology; Spelling; Linguistics; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003439209,0.00008639122,0.0001042723,0.0002261078,0.0005890736,0.00002544862,0.0001743484,0.00001688062,0.0002172231],"category_scores_gemma":[0.0003596975,0.0001036017,0.00002236635,0.0004571032,0.0003254537,0.0002302578,0.0002120931,0.0001854246,0.000004947595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917158,"about_ca_system_score_gemma":0.00007716572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001511075,"about_ca_topic_score_gemma":0.000007645844,"domain_scores_codex":[0.9984316,0.0004057068,0.0002821102,0.0002906974,0.0004329486,0.0001569846],"domain_scores_gemma":[0.9990973,0.0005932423,0.0001214417,0.0001405795,0.000008482114,0.00003897063],"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":[0.0001901694,0.000200574,0.07049554,0.00008142707,0.00001008667,0.000005329381,0.02990111,0.0001574678,0.3995387,0.4897028,0.00009423927,0.009622573],"study_design_scores_gemma":[0.003250294,0.0009588273,0.1860389,0.00006806804,0.00001879585,0.0004419205,0.06559297,0.003211458,0.3532032,0.3848284,0.001575139,0.0008120052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931183,0.00001858601,0.0003291413,0.001462685,0.00005420832,0.0003374848,0.00001422132,0.00002825727,0.004637069],"genre_scores_gemma":[0.9949033,0.00001697741,0.004913774,0.0000681381,0.000001944403,0.00004593436,0.00001242796,0.00001409683,0.00002341408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155434,"threshold_uncertainty_score":0.4530737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06137305891991419,"score_gpt":0.301306479857039,"score_spread":0.2399334209371248,"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."}}