{"id":"W7015263963","doi":"","title":"Social Media Discovery en PoliBuscador","year":2014,"lang":"es","type":"other","venue":"RiuNet (Politechnical University of Valencia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Social media; The Internet; Data collection; Focus (optics); Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001193518,0.001400348,0.002795623,0.001594359,0.0004293011,0.0001024578,0.004207958,0.003615021,0.005175245],"category_scores_gemma":[0.0009933447,0.001760248,0.001763921,0.001313888,0.003558403,0.0005298928,0.002131478,0.001951552,0.008312369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326949,"about_ca_system_score_gemma":0.0007032383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646937,"about_ca_topic_score_gemma":0.001461204,"domain_scores_codex":[0.9922125,0.001008413,0.0009401707,0.001982802,0.002044638,0.001811431],"domain_scores_gemma":[0.9935441,0.001661776,0.001914148,0.00182214,0.0003329225,0.0007248971],"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":[0.001543156,0.002802807,0.006410654,0.003066311,0.002306957,0.0004894899,0.003525298,0.00002613884,0.005773216,0.2253871,0.7436798,0.004989132],"study_design_scores_gemma":[0.00393176,0.0003931092,0.08622511,0.001832137,0.00264199,0.00003840627,0.001294099,0.000140148,0.0002204901,0.003863197,0.8964376,0.002981987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1600866,0.002215517,0.004373193,0.002956739,0.001905505,0.003915774,0.0283976,0.003924339,0.7922248],"genre_scores_gemma":[0.7239414,0.001584956,0.001349862,0.0001419516,0.003695109,0.000001720999,0.0010871,0.001502495,0.2666954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5638549,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493762113521778,"score_gpt":0.2354633195424894,"score_spread":0.2205256984072717,"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."}}