{"id":"W4406565541","doi":"10.1016/j.endend.2013.03.006","title":"10.1016/j.endend.2013.03.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sintering; XML; Materials science; Hydrogen; Nuclear chemistry; Inorganic chemistry; Chemistry; Metallurgy; Computer science; World Wide Web; Organic chemistry","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":[0.0005212208,0.001504433,0.0006074665,0.001722732,0.0008489325,0.003052584,0.001086901,0.003369031,0.8532226],"category_scores_gemma":[0.0006982476,0.0004568327,0.0006241112,0.0008792639,0.0009388583,0.001975998,0.001012533,0.001055298,0.7836625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008948684,"about_ca_system_score_gemma":0.0008628687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035496,"about_ca_topic_score_gemma":0.002198742,"domain_scores_codex":[0.9997329,0.00001560724,0.00001783477,0.00008241195,0.00009682342,0.00005438989],"domain_scores_gemma":[0.9994476,0.0000894939,0.00009441125,0.00004785058,0.0001328736,0.0001878498],"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":[0.0003645711,0.0004559728,0.004303577,0.0009044244,0.0000530817,0.00045144,0.0001421489,0.0007586317,0.006521755,0.009071995,0.1469644,0.8300079],"study_design_scores_gemma":[0.00005069033,0.0002246704,0.005522387,0.0006968901,0.00005740851,0.00289674,0.0002825511,0.0008399808,0.00384862,0.005131418,0.9804124,0.00003629259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009932927,0.01686268,0.008628593,0.00358495,0.001519438,0.00009218884,0.002491646,0.002544015,0.9543435],"genre_scores_gemma":[0.02263089,0.004812214,0.003286106,0.0006256368,0.0002883491,0.00005044655,0.001596946,0.0002636244,0.9664457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1467774,"threshold_uncertainty_score":0.2093601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009013626722518648,"score_gpt":0.1973297157061498,"score_spread":0.1883160889836311,"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."}}