{"id":"W7037719776","doi":"","title":"Evaluation strategy for innovative construction products and systems","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Geological and Tectonic Studies in Latin America","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Process (computing); Product (mathematics); Work (physics)","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":[0.02508839,0.001481263,0.001495586,0.009914722,0.001677136,0.007235521,0.001719771,0.001234097,0.01765797],"category_scores_gemma":[0.04386602,0.0004076262,0.001099827,0.004389549,0.001509805,0.005605577,0.002628558,0.0008838978,0.001406393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159676,"about_ca_system_score_gemma":0.01553352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187746,"about_ca_topic_score_gemma":0.01596836,"domain_scores_codex":[0.9729369,0.01679479,0.0009476531,0.001179062,0.006980679,0.001160932],"domain_scores_gemma":[0.9607242,0.01471933,0.001577516,0.002034386,0.02007725,0.000867373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002337431,0.001684704,0.02623579,0.002157349,0.0005064267,0.0004336388,0.001162268,0.09268547,0.005047452,0.2773462,0.01409469,0.5763085],"study_design_scores_gemma":[0.001158766,0.003781586,0.0335092,0.00226724,0.001302862,0.0003282157,0.009976678,0.6525085,0.02998186,0.1894413,0.07548394,0.0002598174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2168824,0.00274308,0.471799,0.004707401,0.0001836258,0.01069856,0.003228051,0.001138523,0.2886193],"genre_scores_gemma":[0.8424852,0.0005456482,0.1404233,0.0003038955,0.00004054353,0.002022053,0.001315069,0.0001208047,0.0127434],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02508839,"threshold_uncertainty_score":0.1326817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133109629724839,"score_gpt":0.26871091694432,"score_spread":0.2173798206470716,"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."}}