{"id":"W7037521444","doi":"","title":"Education and technology transfer are key to improved repair of concrete structures","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Technology transfer; Information technology; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002688684,0.0007583689,0.0003416308,0.0008763061,0.001962818,0.002937636,0.0009644084,0.003809605,0.0286154],"category_scores_gemma":[0.007053278,0.0002048728,0.0003900267,0.0007415037,0.003026766,0.0025394,0.002564398,0.002222105,0.005752856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275127,"about_ca_system_score_gemma":0.009909987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02198589,"about_ca_topic_score_gemma":0.03835743,"domain_scores_codex":[0.9982322,0.0004068308,0.00009935041,0.0002508684,0.0004886395,0.0005221938],"domain_scores_gemma":[0.9947286,0.001105787,0.001022411,0.0005175073,0.001626914,0.0009987897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003335588,0.001115329,0.03731466,0.001186821,0.00007140743,0.00125402,0.004769596,0.004985231,0.05029846,0.1215643,0.02576527,0.7513414],"study_design_scores_gemma":[0.0000778284,0.001025257,0.1959187,0.000915806,0.00007075605,0.001443313,0.009494765,0.001548802,0.02514241,0.03722016,0.7270142,0.0001279759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5473586,0.0139862,0.03993322,0.1689334,0.001795686,0.000304944,0.0006010064,0.0008741878,0.2262128],"genre_scores_gemma":[0.8250593,0.008097054,0.02806869,0.005575271,0.0005913407,0.0001275223,0.0005515841,0.0001043275,0.131825],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0286154,"threshold_uncertainty_score":0.09572798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005498784989085625,"score_gpt":0.2233211884575557,"score_spread":0.2178224034684701,"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."}}