{"id":"W1998682885","doi":"10.1007/s00477-014-0943-y","title":"Discrimination test between the Halphen (A and B) and the gamma distributions","year":2014,"lang":"en","type":"article","venue":"Stochastic Environmental Research and Risk Assessment","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Moncton","funders":"","keywords":"Gamma distribution; Mathematics; Skewness; Statistics; Exponential function; Moment (physics); Gumbel distribution; Exponential distribution; Class (philosophy); Extreme value theory; Mathematical analysis; Physics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.006598487,0.0005206905,0.0005125534,0.001387839,0.0005079645,0.001307517,0.00100661,0.001455427,0.004253444],"category_scores_gemma":[0.02686537,0.0001963159,0.0008560258,0.000542896,0.0009865641,0.001593845,0.001414647,0.001282851,0.0004473897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000896,"about_ca_system_score_gemma":0.0008984918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171229,"about_ca_topic_score_gemma":0.0004519521,"domain_scores_codex":[0.9979297,0.000958063,0.00009028241,0.0004459135,0.000345293,0.0002307244],"domain_scores_gemma":[0.9646139,0.03154477,0.0009654171,0.0008931531,0.001130253,0.0008524754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0278215,0.002186404,0.4035956,0.0005107073,0.0008681701,0.002115947,0.00116939,0.0961106,0.05155293,0.07956592,0.004674864,0.3298281],"study_design_scores_gemma":[0.000500354,0.002142305,0.1002002,0.0000915717,0.0002792988,0.001786842,0.001307608,0.7906151,0.02359031,0.07670154,0.002658539,0.0001263116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9169536,0.000220714,0.07690047,0.0003543283,0.00005440619,0.00004838931,0.0002492566,0.0001325672,0.005086273],"genre_scores_gemma":[0.99275,0.00004929385,0.006111242,0.00005811449,0.00001770729,0.00002522519,0.0003099822,0.00001177337,0.0006665414],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006598487,"threshold_uncertainty_score":0.03489655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672917257606189,"score_gpt":0.3994149062496757,"score_spread":0.3426857336736138,"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."}}