{"id":"W2312191091","doi":"10.1155/2004/764634","title":"Membership Survey Results","year":2004,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Medicine; Survey research; Family medicine; Applied psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02893084,0.0004542655,0.0005340722,0.005103284,0.001579954,0.00320609,0.0007589781,0.001176319,0.02036188],"category_scores_gemma":[0.09619554,0.0002318504,0.0006706655,0.004566964,0.0008100001,0.001746823,0.002699409,0.001442596,0.005915983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002729674,"about_ca_system_score_gemma":0.004006775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177228,"about_ca_topic_score_gemma":0.0113802,"domain_scores_codex":[0.9677379,0.01036228,0.003096851,0.001531318,0.01372303,0.003548756],"domain_scores_gemma":[0.9115738,0.02840147,0.006915905,0.003350955,0.04396519,0.00579277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005261053,0.001359281,0.7373275,0.001109924,0.0001331816,0.0003053329,0.04151318,0.0007767736,0.001508423,0.002340163,0.05409084,0.1590093],"study_design_scores_gemma":[0.00001944603,0.0004768023,0.873053,0.0002923219,0.00004350217,0.0001913452,0.05608128,0.0005739941,0.0009677846,0.000455217,0.06778752,0.00005782183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288653,0.0006118165,0.003676303,0.006540522,0.0003672629,0.002028037,0.01906539,0.0002700632,0.1385753],"genre_scores_gemma":[0.9502044,0.0006192512,0.002560178,0.001373836,0.0001161889,0.002682188,0.009244794,0.0001223231,0.03307682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02893084,"threshold_uncertainty_score":0.1530027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2504627074102372,"score_gpt":0.4315237729034877,"score_spread":0.1810610654932505,"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."}}