{"id":"W7037230102","doi":"","title":"Development of a remote monitoring strategy for concrete building foundations affected by alkali-aggregate reaction","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Condition monitoring; Data processing; Key (lock)","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":[0.0005861983,0.000557177,0.0004881686,0.0008744281,0.000263736,0.000356875,0.0007604586,0.0006346817,0.001397375],"category_scores_gemma":[0.0008810078,0.0002123143,0.0002481778,0.0002170002,0.0001980739,0.0008055507,0.0004712518,0.0002740371,0.0005229167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589409,"about_ca_system_score_gemma":0.0005957173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116957,"about_ca_topic_score_gemma":0.001964124,"domain_scores_codex":[0.9994826,0.0001190331,0.00002543082,0.0001087277,0.000229522,0.00003468293],"domain_scores_gemma":[0.9994274,0.0001340625,0.0001514416,0.00005552596,0.0001900695,0.0000415578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002475004,0.00031756,0.008557522,0.0003174071,0.00002817154,0.0002987693,0.0002189083,0.01909388,0.7292849,0.0007262016,0.0004952513,0.2404139],"study_design_scores_gemma":[0.00009689625,0.003073912,0.0386759,0.0000841642,0.0001657667,0.0009574723,0.0007262144,0.2425442,0.7052695,0.0009185959,0.007374631,0.0001127211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4094799,0.0006439537,0.5801844,0.0003119729,0.00004352754,0.0006677776,0.0001596832,0.002162745,0.006346053],"genre_scores_gemma":[0.7999886,0.0003066386,0.196935,0.00006443825,0.00002029712,0.0002279851,0.0001284525,0.00003144749,0.002297207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001397375,"threshold_uncertainty_score":0.004674673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373751339791715,"score_gpt":0.2812114437375555,"score_spread":0.243836309758384,"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."}}