{"id":"W2053899143","doi":"10.3109/17518423.2011.635609","title":"The role of assisted manipulation in cognitive development","year":2012,"lang":"en","type":"review","venue":"Developmental Neurorehabilitation","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Augmentative; Cognition; Robot; Psychology; Assistive technology; Cognitive skill; Motor skill; Human–computer interaction; Developmental psychology; Computer science; Artificial intelligence","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":[0.0007618676,0.0005353887,0.0007159086,0.001611077,0.0003113443,0.00119125,0.0007141856,0.0008840599,0.003783277],"category_scores_gemma":[0.001985137,0.0001485212,0.0004514119,0.00127756,0.001224829,0.001074086,0.0008055096,0.0007219469,0.000835894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006727076,"about_ca_system_score_gemma":0.002050417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276326,"about_ca_topic_score_gemma":0.003040491,"domain_scores_codex":[0.9994215,0.0001943727,0.00006581688,0.00008520569,0.0001881316,0.00004508561],"domain_scores_gemma":[0.9987624,0.0008755606,0.0001277059,0.00002912357,0.0001645483,0.00004064563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000495997,0.0000638222,0.0007992575,0.01672447,0.00006871293,0.0004290817,0.0004994709,0.0002074272,0.001015685,0.006480244,0.004757895,0.9689043],"study_design_scores_gemma":[0.00003317533,0.0003472167,0.01809239,0.02919486,0.0002452094,0.008203769,0.001368006,0.0001973132,0.002381064,0.01204042,0.9278415,0.00005509034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007585705,0.99521,0.0002395563,0.0002433772,0.00006933393,0.00000550234,0.00001315996,0.000007418308,0.003453198],"genre_scores_gemma":[0.01412466,0.9838177,0.0006041644,0.0001956126,0.00009981198,0.00002624573,0.00002429591,0.000003258784,0.00110426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003783277,"threshold_uncertainty_score":0.01265633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2017071605027828,"score_gpt":0.471540049218748,"score_spread":0.2698328887159652,"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."}}