{"id":"W2336697119","doi":"10.4256/mio.2013.015","title":"The Blind Men and the Elephant: A Metaphor to Illuminate the Role of Researchers and Reviewers in Social Science","year":2013,"lang":"en","type":"article","venue":"Methodological Innovations Online","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); University of Saskatchewan","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Metaphor; Confusion; Value (mathematics); Field (mathematics); Epistemology; Sociology; Social science; Psychology; Computer science; Psychoanalysis; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0754016,0.00008370048,0.0002543823,0.0002470781,0.0008099684,0.0002611902,0.000825666,0.00004034845,0.0001313557],"category_scores_gemma":[0.03720073,0.00002885249,0.00003292933,0.004726335,0.002376844,0.000227274,0.0003903614,0.0002733464,0.000009631563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002319884,"about_ca_system_score_gemma":0.0001259302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000577905,"about_ca_topic_score_gemma":0.00003311476,"domain_scores_codex":[0.995186,0.002391015,0.000726181,0.0002807778,0.001177876,0.0002381642],"domain_scores_gemma":[0.9865708,0.01135276,0.0002496923,0.0003935725,0.001382339,0.00005089397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001405603,0.00006208697,0.003305726,0.000003038233,0.00001460852,1.299634e-7,0.003837749,0.00002224492,0.006453084,0.1568921,0.0009382074,0.8283305],"study_design_scores_gemma":[0.001484338,0.0001890288,0.4100264,0.0000202465,0.00002111055,0.000004100667,0.0506954,0.0265589,0.0008449001,0.4338797,0.07610441,0.0001714635],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706794,0.001214505,0.001754706,0.1189589,0.00006290917,0.001410234,0.00001212957,0.000008080892,0.005899047],"genre_scores_gemma":[0.9741305,0.0005377106,0.02275036,0.001728596,0.00004992694,0.000181851,0.000001932379,0.000003563162,0.0006156301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.828159,"threshold_uncertainty_score":0.9709094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6408327611946647,"score_gpt":0.6155259409060417,"score_spread":0.02530682028862297,"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."}}