{"id":"W2033055773","doi":"10.1016/s0360-3199(02)00042-3","title":"Links and lies","year":2003,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"","field":"","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001587505,0.0005765702,0.0005854621,0.001958112,0.005708434,0.0097224,0.001375877,0.003152128,0.209629],"category_scores_gemma":[0.006916987,0.0003332063,0.0003909641,0.002494053,0.004945153,0.01287574,0.00840253,0.003568665,0.05481198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648218,"about_ca_system_score_gemma":0.00184078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278829,"about_ca_topic_score_gemma":0.00390336,"domain_scores_codex":[0.9981984,0.0004757062,0.00005489669,0.000245309,0.0007372993,0.0002883761],"domain_scores_gemma":[0.9982526,0.0003946155,0.0001073523,0.0004891951,0.0004254399,0.0003308775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002436996,0.00001767076,0.0001848199,0.00004124011,0.000005253933,0.00006530515,0.001002348,0.00007958569,0.00008669953,0.9105127,0.05986087,0.02811906],"study_design_scores_gemma":[0.00000513183,0.00000959332,0.0001351583,0.0001014483,0.000004326102,0.00008757909,0.001356371,0.00009306605,0.0001322001,0.269282,0.7287841,0.000008999345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002438406,0.001600026,0.002303864,0.006757231,0.00160263,0.00001425993,0.0001654002,0.0001096992,0.9850086],"genre_scores_gemma":[0.1122659,0.003277062,0.001878076,0.002848345,0.00120844,0.0000481647,0.0004624691,0.0003543553,0.8776571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.209629,"threshold_uncertainty_score":0.7012787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146315151030314,"score_gpt":0.2567135038914944,"score_spread":0.2452503523811913,"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."}}