{"id":"W4377104441","doi":"10.22201/iifs.18704905e.2023.1410","title":"Contents and Vehicles in Analog Perception","year":2023,"lang":"en","type":"article","venue":"Crítica (México D F En línea)","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Perception; Analog device; Analog computer; Analog signal; Virtue; Psychology; Computer science; Electrical engineering; Engineering; Telecommunications; Neuroscience; Political science; Law","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":[0.001225123,0.0003649634,0.0002974643,0.001489785,0.001516617,0.005760506,0.001045949,0.002215789,0.01034724],"category_scores_gemma":[0.004630243,0.0002974357,0.0005467393,0.000876552,0.01440071,0.01062356,0.002637173,0.003668434,0.001094468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096973,"about_ca_system_score_gemma":0.0008494881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700602,"about_ca_topic_score_gemma":0.00147447,"domain_scores_codex":[0.9991684,0.0003701581,0.00002227227,0.0001576858,0.0001967724,0.00008475699],"domain_scores_gemma":[0.9980968,0.001187468,0.0001208268,0.000222965,0.0002878231,0.00008408182],"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":[0.000007060736,0.000002611399,0.00007732787,0.00001221954,0.000002447207,0.00001633331,0.000332579,0.0001499566,0.00004754219,0.9957925,0.001125316,0.002434134],"study_design_scores_gemma":[0.000009107717,0.000009180043,0.0003257905,0.00003730971,0.000005092345,0.00005027656,0.0003562054,0.0005931481,0.0001458415,0.9668455,0.03161557,0.000006858618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03453786,0.008005058,0.141938,0.05056521,0.001033272,0.00005089686,0.0001675546,0.0003940673,0.7633082],"genre_scores_gemma":[0.9452695,0.002653548,0.01161335,0.00670165,0.0009749589,0.0000831316,0.00009555812,0.0001417419,0.03246662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034724,"threshold_uncertainty_score":0.03461498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732076157033409,"score_gpt":0.3285951640919234,"score_spread":0.2912744025215893,"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."}}