{"id":"W3176266584","doi":"10.1177/05390184211021364","title":"If you do not <i>deign</i> to quantify, someone else will do it for you: In support of a balanced approach to the evaluation of science","year":2021,"lang":"en","type":"article","venue":"Social Science Information","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Distrust; Skepticism; Argument (complex analysis); Promotion (chess); Epistemology; Diversity (politics); Rhetoric; Public relations; Sociology; Political science; Positive economics; Unintended consequences; Law and economics; Law; Economics; Politics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02825437,0.0009592249,0.001422345,0.002364912,0.01183493,0.01985685,0.004697755,0.02519743,0.00427401],"category_scores_gemma":[0.09906241,0.0005661899,0.001217058,0.00256932,0.04720323,0.02052536,0.00605998,0.03752287,0.001452732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275603,"about_ca_system_score_gemma":0.01092184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656099,"about_ca_topic_score_gemma":0.02741535,"domain_scores_codex":[0.9615344,0.0229472,0.002081647,0.004152813,0.007637717,0.00164614],"domain_scores_gemma":[0.8623706,0.1155518,0.004469953,0.002303962,0.01259544,0.002708246],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006923173,0.000018198,0.0002297559,0.0003580131,0.00002306568,0.0002653055,0.02635784,0.0001335315,0.0001984965,0.423641,0.5407428,0.007962886],"study_design_scores_gemma":[0.00002291301,0.00004041053,0.000391173,0.001382681,0.00002125365,0.0002011335,0.01454751,0.0004420367,0.0005559387,0.1522943,0.8299924,0.0001081332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009048153,0.004533516,0.001485282,0.9703814,0.01476629,0.00001176966,0.00002806369,0.00002635958,0.007862428],"genre_scores_gemma":[0.1243195,0.006677085,0.006379411,0.7972475,0.0420774,0.0001738879,0.0000537304,0.0003634973,0.02270785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9717456,"threshold_uncertainty_score":0.1494252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09272297293765212,"score_gpt":0.314961334811579,"score_spread":0.2222383618739268,"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."}}