{"id":"W4399976912","doi":"10.3390/a17070277","title":"Algorithmic Implementation of Visually Guided Interceptive Actions: Harmonic Ratios and Stimulation Invariants","year":2024,"lang":"en","type":"article","venue":"Algorithms","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"National Research Foundation of Korea","keywords":"Computer science; Harmonic; Stimulation; Artificial intelligence; Theoretical computer science; Psychology; Acoustics; Physics; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0002333224,0.0001433884,0.0001458014,0.0002145359,0.0001368081,0.0001650856,0.00009906501,0.00006655743,0.0006839123],"category_scores_gemma":[0.00007044054,0.000136156,0.00004444665,0.0003808761,0.00007156371,0.0006301637,0.00005287273,0.0001326457,0.00009430591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005965334,"about_ca_system_score_gemma":0.0000939334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005854931,"about_ca_topic_score_gemma":0.000009493921,"domain_scores_codex":[0.9987268,0.0001110624,0.0003441949,0.0003950428,0.0002535752,0.000169274],"domain_scores_gemma":[0.9995581,0.0001125767,0.00008809923,0.0001123511,0.0000656435,0.00006326456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001019275,0.00002937033,0.0000278983,0.00006221213,0.00001200983,0.00000860201,0.002832486,0.00001858836,0.637356,0.001767369,0.0003164737,0.3575588],"study_design_scores_gemma":[0.001245253,0.0006952992,0.003923752,0.0002231842,0.0000860395,0.0001412905,0.002686642,0.2708948,0.7097692,0.008159745,0.001706469,0.0004683159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7159042,0.0001676446,0.2796254,0.0007194003,0.001318631,0.0008933138,0.00009818058,0.0004068996,0.0008662868],"genre_scores_gemma":[0.9956474,0.000135594,0.003413775,0.0002863332,0.0001076543,0.00003482611,0.00001656561,0.00002383527,0.0003340465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3570905,"threshold_uncertainty_score":0.748836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186142746454986,"score_gpt":0.4199568452309379,"score_spread":0.3013425705854393,"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."}}