{"id":"W7099836417","doi":"","title":"Acquisitions et","year":2014,"lang":"en","type":"article","venue":"","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Legislation; Subject (documents); Control (management)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000624989,0.00003511035,0.00005377621,0.00001376855,0.00009685299,0.0001628376,0.00003798149,0.000006380655,0.05810666],"category_scores_gemma":[0.000006706844,0.00002307289,0.00003357842,0.000007031936,0.00003033606,0.00009169673,0.00001333245,0.00001266053,0.001016584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003106188,"about_ca_system_score_gemma":0.000001173505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266703,"about_ca_topic_score_gemma":0.001751906,"domain_scores_codex":[0.9997693,0.00002059473,0.00005973845,0.00005379493,0.00004117876,0.00005534989],"domain_scores_gemma":[0.999858,0.00001278038,0.00001152743,0.00007190472,0.00002922807,0.00001657959],"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":[5.020647e-7,0.000006950154,0.000004422782,0.000001764671,0.000005973492,1.1715e-7,0.002141018,0.000001027585,0.0006217058,0.9870282,0.009842847,0.0003454655],"study_design_scores_gemma":[0.00004855544,0.00001371738,0.0001013805,0.000002320842,0.00001203394,3.685205e-7,0.000909947,0.00008377278,0.0002451368,0.006302869,0.9922154,0.00006448782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1019519,0.000005710442,0.0001355621,0.0015905,0.000138968,0.00002000215,0.00000572182,0.0000963079,0.8960553],"genre_scores_gemma":[0.9431197,0.000001141717,0.0001356716,0.001506682,0.00026777,0.000003239517,0.00001204066,0.000003459237,0.05495027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823726,"threshold_uncertainty_score":0.9997612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716580766979564,"score_gpt":0.2234405034019728,"score_spread":0.1962746957321772,"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."}}