{"id":"W2157229730","doi":"10.1109/ipcc.2008.4610243","title":"Measuring flow of ideas between scientific disciplines using input-output model: A theoretical feasibility study","year":2008,"lang":"en","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Computer science; Management science; Flow (mathematics); Industrial engineering; Economics; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414119,0.0001328129,0.0004035489,0.0003410213,0.0003479491,0.00004615968,0.0002307152,0.000071788,0.00009950341],"category_scores_gemma":[0.0002092784,0.0001254246,0.00009938017,0.0006390146,0.0004536225,0.00022496,0.0001429602,0.0001199043,0.00003889296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000705142,"about_ca_system_score_gemma":0.00005840764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008738448,"about_ca_topic_score_gemma":0.00001165865,"domain_scores_codex":[0.9983281,0.00002370578,0.000864338,0.0004349889,0.00009170573,0.0002571006],"domain_scores_gemma":[0.9990897,0.00004260746,0.0002196777,0.0004594002,0.0001264306,0.00006221608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001532562,0.0003416645,0.4734075,0.0000204461,0.00003897395,9.94174e-7,0.001784824,0.005174609,0.00003692702,0.5190429,0.00005607598,0.00007972658],"study_design_scores_gemma":[0.001075199,0.00009034581,0.1866074,0.00001568472,0.00001653456,0.000003805723,0.0002136349,0.4222451,0.0008729156,0.3884073,0.00004677603,0.0004053135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947084,0.00003431235,0.04713422,0.0001351738,0.0001614246,0.0002857106,0.00008474279,0.00003299759,0.005047477],"genre_scores_gemma":[0.9950633,0.000001176832,0.004389051,0.00003151188,0.00009144458,0.000004621531,0.000006375324,0.00001560225,0.0003968871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4170704,"threshold_uncertainty_score":0.5114666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2874520299757867,"score_gpt":0.3165038793181216,"score_spread":0.0290518493423349,"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."}}