{"id":"W4416887635","doi":"10.3758/s13428-025-02872-3","title":"The Subliminal Threshold Estimation Procedure (STEP): A calibration method tailored for estimating subliminal thresholds","year":2025,"lang":"en","type":"article","venue":"Behavior Research Methods","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Tel Aviv University","keywords":"Subliminal stimuli; Stimulus (psychology); Calibration; Detection threshold; Psychophysics; Just-noticeable difference","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":[0.002827543,0.0009244414,0.0008034855,0.001011475,0.0005284348,0.0009977054,0.001944617,0.001352613,0.002776443],"category_scores_gemma":[0.01389759,0.0005307958,0.0007861425,0.000821921,0.0007163583,0.00145538,0.00152297,0.002101005,0.001347359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004770058,"about_ca_system_score_gemma":0.001213296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015838,"about_ca_topic_score_gemma":0.001484457,"domain_scores_codex":[0.9985241,0.0004397609,0.00008959849,0.0004202602,0.0004366267,0.00008959499],"domain_scores_gemma":[0.9951105,0.002259187,0.0006748421,0.001036028,0.0007721623,0.0001472923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005916401,0.0002512178,0.007711344,0.0007351177,0.0003197461,0.000184332,0.0007071608,0.03357096,0.3120874,0.0127678,0.004379031,0.6266942],"study_design_scores_gemma":[0.00009567189,0.0006026776,0.01948482,0.0001014931,0.0001612917,0.001347004,0.000147811,0.6733761,0.2791056,0.01567712,0.009556589,0.0003438518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01273686,0.0001193405,0.9849139,0.00005674122,0.00003088664,0.0001115867,0.00007435703,0.001423651,0.0005327669],"genre_scores_gemma":[0.1377342,0.0001627841,0.8602574,0.0001554915,0.000026455,0.0003850418,0.0001517076,0.0003873616,0.0007394394],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002827543,"threshold_uncertainty_score":0.01495361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4554719485315771,"score_gpt":0.6203202001042937,"score_spread":0.1648482515727166,"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."}}