{"id":"W4411656841","doi":"10.51847/ek6eidvbf4","title":"10.51847/ek6EiDVBF4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cement; Business; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000729284,0.001072977,0.0005988916,0.001721093,0.001311978,0.00363204,0.001173436,0.002863916,0.9720826],"category_scores_gemma":[0.001243548,0.0004396272,0.0005696852,0.001234453,0.0008450413,0.0022359,0.002914827,0.001501866,0.9753255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015713,"about_ca_system_score_gemma":0.0006723355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310758,"about_ca_topic_score_gemma":0.002276094,"domain_scores_codex":[0.9995346,0.00004600953,0.0000367032,0.0001251339,0.0001744138,0.00008316611],"domain_scores_gemma":[0.9990933,0.0001809552,0.00003553751,0.0001506143,0.0003432358,0.0001964085],"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":[0.0001959188,0.0001706694,0.0008924412,0.0003182125,0.00001151634,0.0002528388,0.000106389,0.0001977655,0.002153717,0.006461069,0.3906399,0.5985997],"study_design_scores_gemma":[0.00002146844,0.00002544585,0.0005345039,0.0001579989,0.000003757693,0.0002085725,0.00008271649,0.0001148911,0.0003868095,0.0008932333,0.9975593,0.00001117598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005095424,0.0004592617,0.0006690693,0.0005473222,0.0004776623,0.00005132841,0.0008223761,0.0008578816,0.9956055],"genre_scores_gemma":[0.001356896,0.0001922589,0.0004025591,0.0002859946,0.00003338478,0.00002230312,0.0005213813,0.0001839419,0.9970012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02791744,"threshold_uncertainty_score":0.03982085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002510695266116805,"score_gpt":0.1366179602076973,"score_spread":0.1341072649415805,"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."}}