{"id":"W4411618342","doi":"10.51847/xg65uncldk","title":"10.51847/xg65UnclDK","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tile; Institution; Mechanism (biology); Business; Work (physics); Operations management; Engineering; Geography; Political science; Archaeology; Law; Mechanical engineering; Philosophy","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":[0.0008180502,0.001447699,0.0006997102,0.002769023,0.001466128,0.004032991,0.00114711,0.0031305,0.9692379],"category_scores_gemma":[0.001447296,0.0004953185,0.0005849896,0.002768127,0.0008762627,0.003051237,0.002284749,0.0010902,0.9673552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086012,"about_ca_system_score_gemma":0.0006527042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786991,"about_ca_topic_score_gemma":0.003058235,"domain_scores_codex":[0.9994329,0.00007023294,0.00005947437,0.0001643782,0.000157164,0.0001158542],"domain_scores_gemma":[0.9988148,0.0003464774,0.00005784832,0.0002008892,0.0003388815,0.0002410703],"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":[0.0002801481,0.0002897631,0.001970894,0.000385775,0.00001895142,0.0003234669,0.0001790031,0.0004471306,0.002571186,0.00497713,0.2335268,0.7550297],"study_design_scores_gemma":[0.00007934937,0.00008649306,0.002104728,0.0002924728,0.00002208504,0.0003896457,0.0003000889,0.0008688016,0.001059547,0.001649782,0.9931149,0.00003200814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002492042,0.0004835975,0.00310217,0.0007530496,0.000434509,0.0001409425,0.00158277,0.002119821,0.988891],"genre_scores_gemma":[0.005206968,0.0003089583,0.001753346,0.0003232776,0.00006543619,0.00007321778,0.001238755,0.000345942,0.990684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03076208,"threshold_uncertainty_score":0.04387826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00436225651652928,"score_gpt":0.1606178709978048,"score_spread":0.1562556144812755,"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."}}