{"id":"W4405197636","doi":"10.1007/978-3-662-70074-7_7","title":"Hypothesis Testing","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001492324,0.0001788399,0.0002586743,0.00001008004,0.00006906458,0.0000740965,0.000121465,0.0001694652,0.01495744],"category_scores_gemma":[0.0002504596,0.0000485411,0.0001729574,0.00005194614,0.00004046981,0.00001276522,0.00004563382,0.000179734,0.001607027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001147587,"about_ca_system_score_gemma":0.00000227034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000397214,"about_ca_topic_score_gemma":0.0000877573,"domain_scores_codex":[0.999157,0.00001202628,0.0002020567,0.000337633,0.0001565005,0.0001348527],"domain_scores_gemma":[0.9973073,0.002483008,0.0000448052,0.00004252177,0.00004625365,0.00007613159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001434352,0.000003149335,0.000002540901,0.000007323717,0.000041754,0.00002911522,0.000001239704,2.140526e-7,0.004920417,0.3322575,0.001822622,0.6609127],"study_design_scores_gemma":[0.000006038701,0.00006074989,0.0001593755,0.00005195121,0.0001139143,0.000005833277,0.000005909481,0.00009075432,0.00008836965,0.5570942,0.4420978,0.0002251126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001456818,0.000208143,0.00001065182,0.0003668984,0.00007045961,0.00004934982,0.00007540247,0.0001160285,0.9989574],"genre_scores_gemma":[0.001142785,0.00002484732,0.009503319,0.0002393485,0.0004875407,0.000001753174,0.00001079412,0.000001598845,0.988588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6606876,"threshold_uncertainty_score":0.9991704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695921160832169,"score_gpt":0.2712092443073616,"score_spread":0.1016171282241447,"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."}}