{"id":"W7118113506","doi":"","title":"BETWEEN PRESERVATION AND ACCESS","year":2025,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Data collection; Order (exchange)","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","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01102475,0.0003148666,0.0003780586,0.007594687,0.003797254,0.002610496,0.003559342,0.0003987956,0.00001314877],"category_scores_gemma":[0.005121175,0.0002903558,0.00005372336,0.01673413,0.004606327,0.01115057,0.002956693,0.0007459467,0.00001069784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713947,"about_ca_system_score_gemma":0.00486895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008047125,"about_ca_topic_score_gemma":0.00001048799,"domain_scores_codex":[0.9938261,0.0001000579,0.0008051263,0.001365993,0.002422464,0.001480256],"domain_scores_gemma":[0.9947329,0.001011288,0.0002867958,0.0005555665,0.003177473,0.000236032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003160134,0.0001092892,0.04087305,0.0002645792,0.00005187342,0.00000259031,0.00101131,0.000001847005,0.0008566052,0.7744837,0.0322703,0.1500433],"study_design_scores_gemma":[0.002105456,0.001579079,0.06412526,0.0005908121,0.00003773637,0.00003735707,0.001788126,0.0762547,0.01756039,0.7141662,0.1205414,0.001213446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4839354,0.01782134,0.2223894,0.1179473,0.00328653,0.01367898,0.001209306,0.001670088,0.1380616],"genre_scores_gemma":[0.9745862,0.001172708,0.003063366,0.0002866697,0.0001223018,0.0005316351,0.00007871915,0.00001523162,0.02014319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4906508,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260820000812836,"score_gpt":0.4205952923562155,"score_spread":0.2945132922749318,"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."}}