{"id":"W6931326041","doi":"10.5281/zenodo.4423323","title":"Gedragsprofielen digitaal erfgoed","year":2019,"lang":"nl","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pleiades Robotics (Canada)","funders":"","keywords":"Context (archaeology); Research data; Postgraduate research","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009528795,0.0002923023,0.0002770385,0.0004324811,0.001167365,0.002124668,0.001661692,0.0001701656,0.0857011],"category_scores_gemma":[0.0003457223,0.0003326595,0.0001240248,0.0009614155,0.0001593586,0.0005420391,0.001435881,0.0006946056,0.2549236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164162,"about_ca_system_score_gemma":0.000006900086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001588995,"about_ca_topic_score_gemma":9.047945e-8,"domain_scores_codex":[0.9970649,0.0001501361,0.0003504617,0.0006618094,0.0008140347,0.0009586599],"domain_scores_gemma":[0.9981538,0.00003994858,0.00005558284,0.0008701018,0.0004701967,0.0004103776],"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":[0.00009785031,0.0002175013,0.00002192076,0.0009372609,0.0002952671,0.00006105585,0.001903582,0.018564,0.01614052,0.007104849,0.8416037,0.1130525],"study_design_scores_gemma":[0.0006738377,0.0001879244,0.0004627995,0.00009903779,0.00001801325,0.00004612309,0.0005094263,0.01592907,0.0006532474,0.00005425233,0.9809765,0.0003897767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08010767,0.0003525587,0.003503645,0.0003894032,0.001739622,0.0009912573,0.0006412523,0.002389994,0.9098846],"genre_scores_gemma":[0.9591723,0.0001762805,0.0001693358,0.00003629931,0.0002825946,3.980352e-8,0.001191025,0.002405938,0.03656618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8790646,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199790126630145,"score_gpt":0.2064981092190319,"score_spread":0.1865190965560174,"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."}}