{"id":"W3153655703","doi":"10.1017/brimp.2018.14","title":"2018 ASSBI 41st Annual Conference Abstracts","year":2018,"lang":"en","type":"article","venue":"Brain Impairment","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Content (measure theory); Publishing; Computer science; Political science; Law; Mathematics","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":[0.002896966,0.0001243119,0.0001359507,0.0001141048,0.000510706,0.0001829437,0.0006284933,0.0001429297,0.001778934],"category_scores_gemma":[0.0009753593,0.0001220117,0.00005746704,0.0003096244,0.001006917,0.0002716755,0.0001700475,0.000187879,0.001445227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902547,"about_ca_system_score_gemma":0.0005426332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130979,"about_ca_topic_score_gemma":0.002224763,"domain_scores_codex":[0.9975351,0.0002654832,0.0002604786,0.0003101833,0.0009276875,0.0007010773],"domain_scores_gemma":[0.9986073,0.0002795875,0.00009091724,0.0003394846,0.0003725152,0.0003101751],"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":[0.00003179121,0.0002456025,0.001086833,0.000009874991,0.00001752783,0.00003132178,0.01874212,9.785203e-7,0.000509121,0.009495273,0.9490356,0.02079397],"study_design_scores_gemma":[0.0002926487,0.0005991673,0.03212015,0.00004547713,0.000003838305,0.000004385868,0.009381463,0.0000226329,0.001336133,0.006179522,0.9497533,0.0002612933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4762207,0.00004447586,0.001057936,0.07012114,0.001216066,0.001527907,0.00006381422,0.0008050292,0.4489429],"genre_scores_gemma":[0.9833683,0.00002083274,0.001561482,0.0009906305,0.0007335626,0.0000550978,0.000003442553,0.00001536681,0.01325126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071476,"threshold_uncertainty_score":0.9993322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303197881840635,"score_gpt":0.4358614154610199,"score_spread":0.3055416272769564,"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."}}