{"id":"W4406773109","doi":"10.1017/s0012217324000234","title":"New Solutions, Old Problems: Agreement and Novelty in Dynamic Conventions","year":2024,"lang":"en","type":"article","venue":"Dialogue","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"University of Waterloo","keywords":"Novelty; Computer science; Philosophy; Psychology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02620642,0.0005052877,0.001298061,0.002353185,0.006186543,0.01065556,0.002521837,0.007649159,0.008741868],"category_scores_gemma":[0.04991271,0.0005618034,0.001262585,0.002148297,0.04818689,0.03360562,0.01243388,0.007995102,0.0006456028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005098764,"about_ca_system_score_gemma":0.002356597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009016598,"about_ca_topic_score_gemma":0.0006368698,"domain_scores_codex":[0.9743894,0.01696781,0.001135611,0.002950856,0.003390051,0.001166306],"domain_scores_gemma":[0.9441677,0.03891477,0.004376677,0.006783586,0.004008392,0.001748915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001401762,0.000009383331,0.0001427653,0.00002411063,0.000005404074,0.00004619602,0.001369299,0.0003020287,0.00005801063,0.9949901,0.000429703,0.002609085],"study_design_scores_gemma":[0.000009772249,0.000007093175,0.00006791376,0.00001636189,0.000002450359,0.0000328418,0.000533229,0.001034202,0.00005243467,0.9945268,0.003709904,0.000006957772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1523389,0.005487737,0.4471786,0.1185433,0.001250814,0.0002286026,0.0001713665,0.0002098851,0.2745907],"genre_scores_gemma":[0.9674968,0.0007093294,0.02233591,0.001347332,0.000568394,0.0001526649,0.00003800105,0.00005694294,0.007294677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02620642,"threshold_uncertainty_score":0.1385944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128198989961287,"score_gpt":0.2284168257914268,"score_spread":0.1971348358918139,"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."}}