{"id":"W2941438832","doi":"10.3917/ems.bejib.2018.01.0168","title":"GESS","year":2018,"lang":"de","type":"book-chapter","venue":"EMS Editions eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004679102,0.001132329,0.0006403051,0.002983581,0.001844349,0.005795722,0.0009092903,0.001459584,0.6798543],"category_scores_gemma":[0.001523405,0.000470197,0.0004457856,0.0025456,0.0007733878,0.003324653,0.00282836,0.002024847,0.6338285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593748,"about_ca_system_score_gemma":0.001856959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345616,"about_ca_topic_score_gemma":0.0110298,"domain_scores_codex":[0.9994752,0.00005988908,0.0000224998,0.00008057635,0.0002907863,0.00007099393],"domain_scores_gemma":[0.9995111,0.00007091447,0.00002328332,0.00009856397,0.0001976319,0.00009848786],"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":[0.00002723711,0.00003766716,0.0001379993,0.0001597186,0.000003222677,0.00006359865,0.0002252202,0.00009722435,0.0003613702,0.02979606,0.7562907,0.2128],"study_design_scores_gemma":[0.000001325143,0.000002754959,0.0000890648,0.00005739306,9.352613e-7,0.0000375527,0.00004829465,0.00001722419,0.00007350661,0.001608566,0.998061,0.000002284991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002206292,0.001400096,0.0004498622,0.0005960621,0.0006319073,0.00001527299,0.0007817907,0.000479705,0.9954248],"genre_scores_gemma":[0.0007514589,0.0007179931,0.0002341254,0.0001676138,0.00006597704,0.00001121046,0.0005499348,0.0002103674,0.9972913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3201457,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461346013979372,"score_gpt":0.256444673787507,"score_spread":0.2218312136477133,"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."}}