{"id":"W2496547692","doi":"10.1007/978-3-319-28755-3_20","title":"Certainty Now Uncertain","year":2016,"lang":"en","type":"book-chapter","venue":"Evolutionary Bioinformatics","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Brain size; Cognitive science; Subjectivity; Cognitive psychology; Scale (ratio); Computer science; Psychology; Epistemology; Philosophy; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005918089,0.0006224349,0.0008108373,0.001040806,0.004027588,0.009736738,0.001338482,0.004810908,0.09099639],"category_scores_gemma":[0.03021065,0.0003314126,0.0004894205,0.0009767086,0.01069919,0.0169762,0.004475179,0.008505028,0.01914207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052761,"about_ca_system_score_gemma":0.003584485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021759,"about_ca_topic_score_gemma":0.004162343,"domain_scores_codex":[0.9960254,0.001188949,0.0002148224,0.0008720615,0.001258158,0.0004405697],"domain_scores_gemma":[0.9933559,0.002725319,0.0004953104,0.0011072,0.001577707,0.0007385774],"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":[0.00006282351,0.00001040426,0.0003927035,0.0001334065,0.00001816506,0.0002811141,0.0007306553,0.0003000547,0.0001248088,0.8428006,0.1197513,0.03539398],"study_design_scores_gemma":[0.000008905876,0.0000100069,0.0001890674,0.0002843668,0.000008266736,0.0002086681,0.0007075616,0.0001423487,0.0001015335,0.3307319,0.6675893,0.00001799779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004011178,0.02175819,0.01140366,0.2901473,0.01541924,0.00004860432,0.001017997,0.0001564642,0.6560373],"genre_scores_gemma":[0.4872625,0.0401629,0.006657477,0.1487267,0.02467553,0.0001553446,0.001673062,0.000441056,0.2902454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09099639,"threshold_uncertainty_score":0.3044133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550315698666051,"score_gpt":0.2468478220426832,"score_spread":0.2113446650560226,"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."}}