{"id":"W7034564271","doi":"","title":"Transcultures and Communities: Exercises on validation and design of tales of migration","year":2020,"lang":"en","type":"article","venue":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Normative; Process (computing); Focus (optics); Intersection (aeronautics); Psychological intervention; Elaboration; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003531684,0.0001797967,0.0003242492,0.0001516672,0.0002174038,0.00007548312,0.0002164762,0.0001618162,0.00004186816],"category_scores_gemma":[0.00005579496,0.0001826396,0.00006849611,0.0002087841,0.0004025446,0.0003421621,0.00005628597,0.0001185179,0.000001886005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059382,"about_ca_system_score_gemma":0.0001905715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240945,"about_ca_topic_score_gemma":0.00002633157,"domain_scores_codex":[0.9985946,0.0004948238,0.0002263462,0.0002290812,0.0002528496,0.0002022792],"domain_scores_gemma":[0.9988955,0.0003919541,0.0002497008,0.0001641561,0.0001129843,0.0001857548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006294484,0.00006940166,0.001287745,0.0001394346,0.00004911258,0.00003497979,0.009247242,0.002810496,0.957873,0.02743389,0.0002824709,0.0001427819],"study_design_scores_gemma":[0.002995142,0.001204826,0.03919175,0.0005871482,0.000470276,0.000275226,0.01369104,0.01002184,0.9225935,0.0004651236,0.007849351,0.0006547817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939402,0.0001434167,0.004249253,0.0006102647,0.00007390296,0.0002237658,0.00007591127,0.00005131604,0.0006319864],"genre_scores_gemma":[0.9965104,0.0006447596,0.002566517,0.000148994,0.00007117434,0.000002406573,0.0000144366,0.00001670018,0.00002456567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03790401,"threshold_uncertainty_score":0.7447827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311101790272042,"score_gpt":0.2391605998971773,"score_spread":0.2260495819944569,"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."}}