{"id":"W4250143641","doi":"10.1016/j.triboint.2009.04.004","title":"ISFF5 Overview","year":2009,"lang":"en","type":"article","venue":"Tribology International","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Business; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001926739,0.001118975,0.00075209,0.00436009,0.001251245,0.003480282,0.002359023,0.001961264,0.3207886],"category_scores_gemma":[0.003006218,0.0004609261,0.0007879091,0.002950539,0.0003340515,0.00285006,0.002816943,0.001319821,0.2575269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310992,"about_ca_system_score_gemma":0.003651848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616414,"about_ca_topic_score_gemma":0.004876033,"domain_scores_codex":[0.9985402,0.0001150798,0.00006562301,0.0001492295,0.0009260813,0.0002038351],"domain_scores_gemma":[0.9976762,0.0001339799,0.00007346489,0.0002058086,0.001560016,0.0003504894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000571555,0.00002728259,0.0001873199,0.0003730018,0.00000745898,0.00004170045,0.00003023112,0.0001982563,0.0008947679,0.008003253,0.5689144,0.4212651],"study_design_scores_gemma":[0.000002339015,0.000008557428,0.0001322711,0.0000720674,0.0000028526,0.00004240072,0.000006899293,0.00005822764,0.0002194663,0.001086115,0.9983657,0.000003054503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009505791,0.0207724,0.03180993,0.006224661,0.01010938,0.000395354,0.005862335,0.006534702,0.9173407],"genre_scores_gemma":[0.006199865,0.0165341,0.01749998,0.003496967,0.004688181,0.0004124043,0.01649901,0.00265682,0.9320127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3207886,"threshold_uncertainty_score":0.9688126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055472807010986,"score_gpt":0.2699548053792555,"score_spread":0.2494000773091457,"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."}}