{"id":"W2014789205","doi":"10.5703/1288284314943","title":"E‐Resource Triage: Why Doesn’t My Full‐Text Resource Open and How Can I Fix It?","year":2012,"lang":"en","type":"article","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Troubleshooting; Session (web analytics); Triage; Resource (disambiguation); Plan (archaeology); Computer science; Internet privacy; World Wide Web; Medicine; Medical emergency; Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000468788,0.0002562441,0.0002634157,0.0002044707,0.00037973,0.003050247,0.001564243,0.0000957154,0.0002483747],"category_scores_gemma":[0.0001075161,0.0001992083,0.00005881528,0.0008050328,0.00007772106,0.003653407,0.00198173,0.0001504976,0.00005487236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004195416,"about_ca_system_score_gemma":0.00009831126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003790042,"about_ca_topic_score_gemma":0.00003040886,"domain_scores_codex":[0.9981492,0.0001272472,0.0002219555,0.0004988272,0.0003991813,0.0006036488],"domain_scores_gemma":[0.9985781,0.0002624026,0.0001096351,0.0005453514,0.00003071594,0.000473759],"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":[0.00005905571,0.00009391503,0.005607771,0.00001468447,0.00004021268,0.000007389428,0.003096626,0.000003513929,0.00006640099,0.01700371,0.9258825,0.0481242],"study_design_scores_gemma":[0.0007918305,0.00008323028,0.003250809,0.000014807,0.000004703151,0.00003555854,0.0008078183,0.000342166,0.0009325313,0.0005328815,0.992842,0.0003616629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0399477,0.0005736114,0.01630305,0.08497691,0.0003446529,0.000817214,0.000005967701,0.0005015958,0.8565293],"genre_scores_gemma":[0.6068422,0.0000255034,0.01517549,0.02614873,0.0003651336,0.00007157087,0.00001548543,0.00003877207,0.3513172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5668944,"threshold_uncertainty_score":0.9979847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790812755111046,"score_gpt":0.2326735555966702,"score_spread":0.2047654280455597,"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."}}