{"id":"W2124961321","doi":"10.1016/j.cognition.2010.06.001","title":"On the nature of hand-action representations evoked during written sentence comprehension","year":2010,"lang":"en","type":"article","venue":"Cognition","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sentence; Object (grammar); Psychology; Comprehension; Action (physics); Context (archaeology); Cognitive psychology; Communication; Selection (genetic algorithm); Linguistics; Artificial intelligence; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001164997,0.00008032031,0.00007730839,0.00008835832,0.0002807625,0.0000258475,0.00007351723,0.0001672455,0.002553041],"category_scores_gemma":[0.0002095255,0.00006436463,0.00004609276,0.0002456873,0.00009371019,0.0001361787,0.00001355032,0.0004161307,0.0001883537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001414137,"about_ca_system_score_gemma":0.00001166573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347113,"about_ca_topic_score_gemma":0.00003502675,"domain_scores_codex":[0.999229,0.0001018139,0.0002010442,0.0001893218,0.0001825086,0.00009637792],"domain_scores_gemma":[0.9990649,0.0001879641,0.0001697759,0.0002578175,0.0002910936,0.0000284156],"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":[0.0003321432,0.0003980737,0.007692252,0.00003659941,0.00007215599,0.000004276348,0.001494336,0.00006838927,0.941833,0.03440152,0.008776116,0.004891199],"study_design_scores_gemma":[0.001201982,0.00007280472,0.8772706,0.00005743206,0.00004644473,0.00003479348,0.001899118,0.001293658,0.1112195,0.005090889,0.001644464,0.0001683102],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836984,0.000009300108,0.002098822,0.001443796,0.001307888,0.0002613911,0.0000119478,0.00006130966,0.01110715],"genre_scores_gemma":[0.9980404,0.000006439974,0.00006018095,0.0003971162,0.0001464318,0.00003898338,0.0001338371,0.000011572,0.001165073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8695784,"threshold_uncertainty_score":0.9983588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964616104885064,"score_gpt":0.3429980408160238,"score_spread":0.2933518797671731,"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."}}