{"id":"W6962372038","doi":"10.17605/osf.io/hdtpu","title":"Delphi Cognitive Consensus Study","year":2024,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Delphi method; Cognition; Delphi; Protocol (science); Data collection","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":[0.1655334,0.002779382,0.002308649,0.006765399,0.01180895,0.003891001,0.003670862,0.005824036,0.07824519],"category_scores_gemma":[0.1562803,0.003731327,0.003015933,0.003564277,0.006224509,0.003365705,0.00781968,0.01216449,0.02052586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008887138,"about_ca_system_score_gemma":0.0535033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808165,"about_ca_topic_score_gemma":0.005662617,"domain_scores_codex":[0.8806258,0.08490723,0.01387068,0.004370382,0.0101259,0.006099968],"domain_scores_gemma":[0.8488068,0.07472898,0.006228026,0.01793629,0.04590713,0.00639288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02194181,0.01515736,0.0059426,0.02772651,0.0005095365,0.002564379,0.1771744,0.011203,0.02119806,0.1192937,0.1678256,0.429463],"study_design_scores_gemma":[0.04158176,0.01549455,0.02045893,0.02256757,0.0004523121,0.001082869,0.08572962,0.01307509,0.02627283,0.08267952,0.6890156,0.001589265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.008002196,0.00007500048,0.02100785,0.000680894,0.0002691778,0.9624856,0.001559555,0.0001687466,0.005750975],"genre_scores_gemma":[0.004387645,0.00003629341,0.0235695,0.0002640974,0.0000390933,0.9702622,0.0002508839,0.00002147075,0.00116876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1655334,"threshold_uncertainty_score":0.8754346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08672878025598474,"score_gpt":0.4286285549844264,"score_spread":0.3418997747284417,"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."}}