{"id":"W6968794136","doi":"10.5281/zenodo.4423299","title":"Gedragsprofielen Digitaal Erfgoed - samenvatting","year":2019,"lang":"nl","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pleiades Robotics (Canada)","funders":"","keywords":"Period (music)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001189636,0.0003351257,0.0003181802,0.0006570554,0.00256272,0.002696024,0.0032284,0.0002445497,0.02334273],"category_scores_gemma":[0.0008533499,0.0003825402,0.0001010998,0.001561101,0.0002913743,0.001608903,0.004019678,0.001130206,0.132246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718515,"about_ca_system_score_gemma":0.00001354044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708211,"about_ca_topic_score_gemma":2.357099e-7,"domain_scores_codex":[0.9963071,0.0005008355,0.0005947455,0.001080166,0.0006692774,0.0008478922],"domain_scores_gemma":[0.9966624,0.00007376253,0.0004065813,0.0012983,0.001409292,0.0001496285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002007013,0.0006690095,0.0001473985,0.0003560882,0.000381221,0.0001015021,0.005879311,0.0001305484,0.06168828,0.2032037,0.3095059,0.4177363],"study_design_scores_gemma":[0.0008537202,0.0007658529,0.001238522,0.0001574456,0.00001581654,0.0002764204,0.0006297897,0.005808998,0.005338854,0.0008725586,0.9835454,0.0004966753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2824849,0.0001579164,0.05346603,0.005681817,0.002187922,0.001933696,0.0001796256,0.004079374,0.6498287],"genre_scores_gemma":[0.9880754,0.00002641704,0.0009689431,0.0004884238,0.0002730069,6.071173e-8,0.0004622815,0.001336741,0.008368729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7055905,"threshold_uncertainty_score":0.9998627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633247608869652,"score_gpt":0.2587660681093608,"score_spread":0.2224335920206642,"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."}}