{"id":"W1971896100","doi":"10.7490/f1000research.1095951.1","title":"Probability cues enhance perceptual estimations","year":2014,"lang":"en","type":"article","venue":"","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Open peer review; Plant biology; Perception; Neuroscience; Biology; Psychology; Cognitive psychology; Physiology; Audiology; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001513625,0.00006528179,0.0001049117,0.00005178873,0.0001800916,0.000125637,0.0004814234,0.00003570952,0.001384869],"category_scores_gemma":[0.00309587,0.00004348645,0.00005354818,0.0003651505,0.0001339825,0.00014121,0.00009056133,0.00006279312,0.00108215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000133163,"about_ca_system_score_gemma":0.00001842706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003882546,"about_ca_topic_score_gemma":0.00006934581,"domain_scores_codex":[0.9987774,0.0000629579,0.0003152425,0.0003135263,0.000405639,0.0001252377],"domain_scores_gemma":[0.9983229,0.0006588232,0.00007234165,0.0006652478,0.00021864,0.00006203566],"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":[0.000002508791,0.0001202446,0.004270825,0.000002404202,0.000001887237,5.778455e-8,0.0003575134,0.0002015565,0.001242549,0.6071277,0.09508595,0.2915868],"study_design_scores_gemma":[0.00003305439,0.00004609787,0.01072596,0.000004054777,0.000002350266,0.000002297307,0.00006757589,0.04301437,0.002431461,0.8498428,0.09371942,0.0001105433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1835192,0.000002195796,0.6982391,0.002562493,0.0000338837,0.0001637038,0.000003289893,0.0002690241,0.115207],"genre_scores_gemma":[0.7684126,3.646043e-7,0.2273694,0.0001566816,0.0000320578,0.0000435011,0.000001613904,0.000003150478,0.003980695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5848933,"threshold_uncertainty_score":0.9996956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2039825116651368,"score_gpt":0.428835055956351,"score_spread":0.2248525442912142,"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."}}