{"id":"W3176215849","doi":"10.1177/05390184211025204","title":"‘Science’ has always been evaluated. . . and will always be","year":2021,"lang":"en","type":"article","venue":"Social Science Information","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Relation (database); Scale (ratio); Carry (investment); Political science; Computer science; Sociology; Geography; Business; Cartography; Data mining","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","sts"],"consensus_categories":[],"category_scores_codex":[0.08060277,0.001047976,0.003081544,0.005376476,0.01055491,0.02846546,0.002146717,0.008207997,0.009118103],"category_scores_gemma":[0.209378,0.0009079379,0.001120458,0.006878707,0.03755377,0.02464987,0.01028141,0.01433729,0.006538128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205363,"about_ca_system_score_gemma":0.01904732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004947993,"about_ca_topic_score_gemma":0.006253939,"domain_scores_codex":[0.8045815,0.101359,0.01033653,0.01048268,0.06756982,0.005670522],"domain_scores_gemma":[0.7904734,0.05658543,0.02000538,0.02199708,0.09649573,0.01444301],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002385761,0.0001565819,0.006277777,0.004044793,0.0006677776,0.0002871776,0.01819315,0.0005504471,0.001532459,0.4684292,0.2853765,0.2142455],"study_design_scores_gemma":[0.00007040126,0.0003055981,0.008617337,0.004974924,0.000286079,0.0006664434,0.009589933,0.0003517513,0.001467801,0.1972912,0.7760791,0.0002995533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01886094,0.04651527,0.02142195,0.597754,0.04354853,0.0003893788,0.0005984381,0.0005125385,0.2703988],"genre_scores_gemma":[0.6653564,0.03148448,0.04428618,0.1719969,0.02606334,0.0009681186,0.000669176,0.001172727,0.05800268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9894451,"threshold_uncertainty_score":0.4262733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968371877312812,"score_gpt":0.252043921949228,"score_spread":0.2123602031760999,"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."}}