{"id":"W2588159330","doi":"","title":"Fechner Day 2015 – Proceedings of the 31st Annual Meeting of the International Society for Psychophysics","year":2016,"lang":"en","type":"article","venue":"Proceedings of Fechner Day","topic":"Scientific Research and Philosophical Inquiry","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Psychophysics; Library science; Sociology; Psychology; Media studies; Perception; Computer science; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004536551,0.001394915,0.0007945843,0.001098014,0.002655316,0.0057416,0.001197005,0.00218528,0.1107764],"category_scores_gemma":[0.006032221,0.0004046317,0.0007941278,0.0005024801,0.00151581,0.002596751,0.003436199,0.004027012,0.04660453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004021554,"about_ca_system_score_gemma":0.005792816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042003,"about_ca_topic_score_gemma":0.02578113,"domain_scores_codex":[0.9980799,0.0002753228,0.00007356136,0.0003209702,0.0009340139,0.0003163429],"domain_scores_gemma":[0.9932758,0.0003937119,0.000208538,0.0003535796,0.003184336,0.002584161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008135392,0.00004051674,0.0002778938,0.00007833899,0.00001096209,0.00005866782,0.0001498153,0.00006917388,0.000763474,0.001871757,0.9557649,0.0408332],"study_design_scores_gemma":[0.000006130662,0.00003741155,0.001329667,0.0001194092,0.000003778436,0.00006753644,0.00016292,0.0001045169,0.0002522744,0.001096427,0.9968055,0.00001441608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01233901,0.05709312,0.02208064,0.134547,0.4126357,0.0008292921,0.003116309,0.001889757,0.3554693],"genre_scores_gemma":[0.04153337,0.01667945,0.007742397,0.00936158,0.04145844,0.0004070976,0.002757592,0.001239879,0.8788201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1107764,"threshold_uncertainty_score":0.370584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167326082776865,"score_gpt":0.2945580890368716,"score_spread":0.262884828209103,"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."}}