{"id":"W7041117968","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Situated; Legislation; Politics; Government (linguistics); Action (physics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008470074,0.0003617561,0.0002256613,0.000893598,0.01285214,0.007809342,0.0008333939,0.0017462,0.03316323],"category_scores_gemma":[0.001446226,0.0001750932,0.0002271646,0.00104826,0.00460148,0.002330632,0.004397037,0.002725133,0.006105985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008104851,"about_ca_system_score_gemma":0.006976721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09376956,"about_ca_topic_score_gemma":0.2154264,"domain_scores_codex":[0.999068,0.0002600932,0.00002017513,0.0001294034,0.0002750175,0.0002473983],"domain_scores_gemma":[0.9993692,0.000118524,0.00002365258,0.00006017257,0.0001854061,0.0002430282],"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":[0.00005457486,0.00006373588,0.002533968,0.00008952235,0.000008809229,0.0009372816,0.160186,0.00009224175,0.001027992,0.4187187,0.3249456,0.09134155],"study_design_scores_gemma":[7.027587e-7,0.000004797504,0.0008191512,0.00004213797,0.000001185571,0.0001059227,0.01840032,0.00002066919,0.0001323477,0.002505353,0.9779636,0.000003888339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02125785,0.002001418,0.00148777,0.02390949,0.001882267,0.00004777136,0.0001660488,0.0001003182,0.9491469],"genre_scores_gemma":[0.1591708,0.001330109,0.001305899,0.005444083,0.0003125481,0.00006578423,0.0001613392,0.0001173766,0.8320922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9668368,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09785959615142704,"score_gpt":0.41824305780833,"score_spread":0.320383461656903,"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."}}