{"id":"W2964546427","doi":"","title":"Research and innovation in construction: Collaboration in the last quarter century","year":2018,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Political science; Business; Engineering; Public relations; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0237633,0.0004617933,0.001231724,0.00401628,0.009388133,0.02128094,0.001246295,0.00963101,0.006535796],"category_scores_gemma":[0.01544928,0.000417314,0.0005821663,0.009999522,0.02571606,0.01729165,0.01943009,0.00625156,0.0008757439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309,"about_ca_system_score_gemma":0.02286213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172628,"about_ca_topic_score_gemma":0.00753229,"domain_scores_codex":[0.9666299,0.02018809,0.001941472,0.002613835,0.005745429,0.002881254],"domain_scores_gemma":[0.9705225,0.01476977,0.003260694,0.002149386,0.003414198,0.005883591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001211817,0.0001442123,0.003394936,0.001351551,0.00004870968,0.0004841298,0.0857779,0.0006737158,0.000475083,0.6975278,0.02560545,0.1843954],"study_design_scores_gemma":[0.00001846077,0.0001045362,0.002449777,0.001041393,0.000009479528,0.0004686734,0.03204113,0.0002201408,0.0001156591,0.07703957,0.886451,0.00004011514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04632362,0.4551464,0.009113832,0.3106799,0.00636114,0.00006667485,0.00008449432,0.000134053,0.1720899],"genre_scores_gemma":[0.6955569,0.2182362,0.009933922,0.02744466,0.005721958,0.0002378287,0.000140017,0.000112664,0.04261582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0237633,"threshold_uncertainty_score":0.1256738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519302499658501,"score_gpt":0.3472960592848605,"score_spread":0.2821030342882754,"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."}}