{"id":"W4246265828","doi":"10.4185/rlcs-2013-969eus","title":"Lipdub-ak, gizarte-lorpenak erdiesteko lanabes gisara. Quebec, AEB, Katalunia eta Euskal Herrian egindako lau kasu paradigmatikoen azterketa","year":2013,"lang":"eu","type":"report","venue":"","topic":"Human Rights and Immigration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ancient history; Geography; History","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002649444,0.001787414,0.002468151,0.0006215238,0.00255153,0.003163332,0.002220731,0.002025402,0.02749258],"category_scores_gemma":[0.0002710906,0.001346845,0.001014023,0.0008611162,0.001542647,0.002579707,0.0004198551,0.001619826,0.009724036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195619,"about_ca_system_score_gemma":0.004410376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3708853,"about_ca_topic_score_gemma":0.7295408,"domain_scores_codex":[0.9883965,0.001325629,0.002505708,0.002183907,0.003299322,0.002288996],"domain_scores_gemma":[0.9934888,0.0004263014,0.001897427,0.002045048,0.001004882,0.001137567],"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":[0.000043657,0.0005027897,0.001728089,0.000524621,0.001147696,0.0001601083,0.02320945,0.00001640964,0.00004754853,0.03881546,0.9086781,0.02512609],"study_design_scores_gemma":[0.0006497143,0.0002244123,0.006545322,0.0005842847,0.0005104208,0.00003932238,0.004360127,0.0002396706,0.00003754401,0.001782783,0.9830175,0.0020089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03352869,0.00374623,0.0003867482,0.01155088,0.008413663,0.004156321,0.0002907767,0.0008155572,0.9371111],"genre_scores_gemma":[0.1169269,0.004532315,0.0003832126,0.0007916341,0.006340002,0.0002269624,0.001431332,0.0002452767,0.8691224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3586555,"threshold_uncertainty_score":0.9994871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087487494858788,"score_gpt":0.3125712146072051,"score_spread":0.2616963396586172,"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."}}