{"id":"W2887112221","doi":"10.1007/s11229-018-1892-7","title":"Intelligent action guidance and the use of mixed representational formats","year":2018,"lang":"en","type":"article","venue":"Synthese","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"European Research Council","keywords":"Action (physics); Perception; Key (lock); Computer science; Cognition; Cognitive science; Work (physics); Human–computer interaction; Philosophy of science; Artificial intelligence; Psychology; Epistemology; Engineering","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":[0.001908823,0.0003328574,0.0003160772,0.0009952864,0.0007048925,0.003858938,0.001143558,0.00103896,0.006640924],"category_scores_gemma":[0.007289913,0.0003066641,0.0006002102,0.0008672151,0.007107464,0.01059439,0.002596211,0.001301009,0.0006852804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008352009,"about_ca_system_score_gemma":0.0005351423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005282044,"about_ca_topic_score_gemma":0.0004297682,"domain_scores_codex":[0.9984937,0.0006575436,0.0001201527,0.0003151485,0.0003018377,0.0001117129],"domain_scores_gemma":[0.9964173,0.001747502,0.0004781739,0.001016307,0.0002269495,0.0001136426],"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":[0.0000458885,0.000009310642,0.0002802745,0.00005737956,0.00001180008,0.00008470804,0.002614542,0.001624029,0.002124378,0.9725313,0.0003173141,0.02029917],"study_design_scores_gemma":[0.00003563912,0.00006710826,0.0006818499,0.0001225037,0.00003121256,0.0002721166,0.001483441,0.01638946,0.00369449,0.9556921,0.02149495,0.0000350794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1135885,0.002022238,0.7003632,0.004502657,0.0002561575,0.0000827694,0.0001855736,0.001065659,0.1779333],"genre_scores_gemma":[0.8798631,0.0005256335,0.1147012,0.0002200479,0.00005758457,0.0000787826,0.0001137047,0.0001484809,0.004291448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006640924,"threshold_uncertainty_score":0.02221608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807047430521326,"score_gpt":0.3781151337617736,"score_spread":0.1974103907096411,"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."}}