{"id":"W4241294230","doi":"10.1007/978-1-4757-3283-2_7","title":"Conclusion","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Ranking (information retrieval); Computer science; Information retrieval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002999193,0.0006176385,0.0003809744,0.0011509,0.001653337,0.004817316,0.001688021,0.001700578,0.2900773],"category_scores_gemma":[0.01338255,0.0001808549,0.000681855,0.0008382494,0.001266965,0.003274597,0.00222204,0.00216424,0.09943724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564693,"about_ca_system_score_gemma":0.003284558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005385546,"about_ca_topic_score_gemma":0.005507843,"domain_scores_codex":[0.9976046,0.0003960606,0.00007418163,0.0005337248,0.001107106,0.0002843214],"domain_scores_gemma":[0.9947689,0.001018311,0.0001811208,0.0006353521,0.002805902,0.0005905935],"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":[0.0002225584,0.00008132969,0.002126129,0.0004989593,0.00003235069,0.0002146032,0.0008586643,0.0002605751,0.0009900229,0.1822372,0.61445,0.1980276],"study_design_scores_gemma":[0.00002098606,0.00002052858,0.001515977,0.0003330536,0.00002069406,0.0001548161,0.001106591,0.0001264614,0.0009605506,0.03759615,0.958135,0.000009142913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003256558,0.002189741,0.01096026,0.04973431,0.007375198,0.000150515,0.002253104,0.0006462548,0.9234341],"genre_scores_gemma":[0.06792338,0.003276349,0.008938407,0.04530933,0.002539061,0.00021338,0.003741697,0.0009230404,0.8671354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7099227,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850928459280989,"score_gpt":0.2328769137934934,"score_spread":0.2143676292006835,"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."}}