{"id":"W4316074404","doi":"10.4324/9780203079157-125","title":"Comparison","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001073269,0.0006690026,0.0006180733,0.003963113,0.002426991,0.003785344,0.00200819,0.000769683,0.2595319],"category_scores_gemma":[0.006010343,0.0001474232,0.0006682517,0.008374733,0.0004589744,0.0015146,0.001496373,0.0006383942,0.05344568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147435,"about_ca_system_score_gemma":0.01367052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4976402,"about_ca_topic_score_gemma":0.6312408,"domain_scores_codex":[0.9975441,0.0001704102,0.00006540955,0.0002700859,0.001470155,0.0004798208],"domain_scores_gemma":[0.9975287,0.0001350241,0.00006911365,0.0001369034,0.001796664,0.0003335487],"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":[0.0003836631,0.00009152129,0.004079966,0.0005040723,0.00003605651,0.0001121328,0.0004393772,0.0003670675,0.0002489333,0.02848861,0.6469959,0.3182527],"study_design_scores_gemma":[0.00003339847,0.00005488316,0.008850131,0.0002373567,0.00003091529,0.0001119858,0.0007282179,0.0001382721,0.0001547042,0.001911574,0.9877341,0.00001445686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006395985,0.003736971,0.001089446,0.001951781,0.001105558,0.000186167,0.01548376,0.0004818047,0.9695686],"genre_scores_gemma":[0.1200222,0.01195482,0.004961214,0.002774776,0.0005909525,0.0003599909,0.04060428,0.0008302926,0.8179014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7404681,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381885216625898,"score_gpt":0.2708821676848353,"score_spread":0.2170633155185763,"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."}}