{"id":"W4406437920","doi":"10.1016/0967-0653(96)80684-s","title":"10.1016/0967-0653(96)80684-s","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"State (computer science); Computer science; Environmental science; Biological system; Biology; Algorithm","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":[0.0009303254,0.002085632,0.001301812,0.002441337,0.002278975,0.003111723,0.002513024,0.003921495,0.983483],"category_scores_gemma":[0.00130588,0.0007597759,0.001164666,0.002104045,0.001849231,0.004021275,0.002178875,0.00211485,0.9885261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008985907,"about_ca_system_score_gemma":0.0008454311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893095,"about_ca_topic_score_gemma":0.003211736,"domain_scores_codex":[0.999504,0.00003834229,0.00004004565,0.0001724616,0.0001418517,0.000103319],"domain_scores_gemma":[0.9980616,0.0004543033,0.0001025662,0.0001940682,0.0005656226,0.0006218622],"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":[0.0004387265,0.0002252642,0.001024116,0.0006575324,0.00004883048,0.0003183809,0.0001500812,0.0004725851,0.004134337,0.005951816,0.3413995,0.6451788],"study_design_scores_gemma":[0.00003890458,0.0001397142,0.000715833,0.000259532,0.00001492851,0.0004423991,0.0001442309,0.0001982402,0.0005259464,0.0006394269,0.9968601,0.00002056376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006149819,0.000385121,0.0009281532,0.0003512898,0.0003635024,0.00009980705,0.0004537458,0.0007277027,0.9960757],"genre_scores_gemma":[0.0008429925,0.0002531888,0.0004552018,0.0001774755,0.00007847739,0.00004414408,0.0002843728,0.0001276122,0.9977365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01651704,"threshold_uncertainty_score":0.02355945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003600741269628437,"score_gpt":0.1501620505185418,"score_spread":0.1465613092489133,"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."}}