{"id":"W811649422","doi":"","title":"CURATEcamp iPres 2012","year":2012,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00003858499,0.0003442187,0.0002853423,0.0005086298,0.0008742982,0.001355419,0.0009083872,0.0001208105,0.006560266],"category_scores_gemma":[0.000008029646,0.0003896087,0.0002898665,0.0002990197,0.0005948796,0.04030795,0.0005155144,0.0003131608,0.001395538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009266588,"about_ca_system_score_gemma":0.00008464949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003674303,"about_ca_topic_score_gemma":0.00004263932,"domain_scores_codex":[0.9984242,0.00006222983,0.000157982,0.0003463759,0.0002703774,0.0007387732],"domain_scores_gemma":[0.9988632,0.0001182707,0.0001304291,0.0003689106,0.00004565626,0.0004735166],"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":[0.000159269,0.0002475935,0.003406733,0.00002273108,0.0000927976,0.00008890899,0.003363543,0.000002309104,0.000001390357,0.9006639,0.0902564,0.001694469],"study_design_scores_gemma":[0.0004608009,0.00008352147,0.0002828853,0.00003733358,0.00004812928,0.000006340761,0.02885033,0.000002155272,0.00001338112,0.001051366,0.9686538,0.0005099386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07961643,0.000276933,0.00002782432,0.0001731805,0.0005542156,0.0001648034,0.0009591303,0.0006429417,0.9175845],"genre_scores_gemma":[0.578118,0.00002096196,0.00002755068,0.0001263313,0.0003844012,5.405283e-8,0.0002119027,0.00002766855,0.4210831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8996125,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074310612047322,"score_gpt":0.1583134018468947,"score_spread":0.1275702957264215,"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."}}