{"id":"W7100922736","doi":"","title":"DÉPARTEMENT DE PHYSIQUE, DE GÉNIE PHYSIQUE ET D'OPTIQUE","year":2014,"lang":"en","type":"article","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Perspective (graphical)","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":[0.001212202,0.0002072305,0.0002473281,0.0001012102,0.00008424916,0.0002828458,0.001389052,0.00007089226,0.00007289366],"category_scores_gemma":[0.00008107042,0.0001826823,0.0001255092,0.0003683204,0.00003983036,0.0006827252,0.0004197465,0.0001908084,0.0005647598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404319,"about_ca_system_score_gemma":0.0001690761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007165624,"about_ca_topic_score_gemma":0.002956162,"domain_scores_codex":[0.9980021,0.0003420298,0.0002616294,0.0005153691,0.0003083733,0.0005705705],"domain_scores_gemma":[0.9981402,0.0001332908,0.0001119421,0.001302589,0.00008272465,0.0002292623],"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":[0.000008010451,0.000458721,0.002812039,0.00005012718,0.0001759837,0.00001165207,0.001939234,0.002174003,0.03593254,0.6312074,0.2628125,0.06241781],"study_design_scores_gemma":[0.001469797,0.0003366383,0.03966768,0.00008932233,0.0001085323,0.00005629904,0.000127409,0.2627647,0.1125091,0.0695181,0.5115079,0.00184454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02301006,0.00001196033,0.9452213,0.006082214,0.00006041775,0.0001136583,0.000001425199,0.0003061559,0.02519278],"genre_scores_gemma":[0.7055801,0.00004063273,0.2749252,0.01419075,0.00013364,0.00006085559,0.00002149612,0.00002214528,0.005025161],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6825701,"threshold_uncertainty_score":0.7449569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864113079721674,"score_gpt":0.3518307582624902,"score_spread":0.2931896274652735,"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."}}