{"id":"W4411656684","doi":"10.51847/pg0jx2n8zz","title":"10.51847/pg0JX2n8ZZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk perception; Product (mathematics); Business; Marketing; Quality (philosophy); Perception; Advertising; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001038926,0.000119767,0.0001115436,0.0001332552,0.0001248613,0.0002087212,0.0001686234,0.00004108562,0.9980906],"category_scores_gemma":[0.00001393247,0.0001200246,0.00005599908,0.0002852413,0.00002424441,0.0002939331,0.00004472589,0.000065921,0.9955069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441806,"about_ca_system_score_gemma":0.000007883089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441394,"about_ca_topic_score_gemma":0.000001061416,"domain_scores_codex":[0.9993055,0.000004812993,0.0001355176,0.000192619,0.0001487152,0.0002128748],"domain_scores_gemma":[0.9996819,0.000008761758,0.00002526087,0.0002137765,0.00004889476,0.00002139958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003204113,0.00004221932,0.00001331108,0.000006227649,0.000003466311,0.000003547044,0.000005601833,0.000009254495,0.00009589221,0.000005712303,0.05912429,0.9406585],"study_design_scores_gemma":[0.0001839647,0.000006508434,0.002167667,0.00001223603,0.00002694551,0.000001916656,0.000001383257,0.0001685058,0.000001158472,0.000002915136,0.9972535,0.0001733345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0384328,0.0000108124,6.12152e-7,0.0008013385,0.000008744932,0.0001361659,0.000002587122,0.0002696007,0.9603373],"genre_scores_gemma":[0.004905153,1.201426e-7,0.00003185574,0.0007864869,0.0004610044,0.00001417502,0.00002544573,0.00002339178,0.9937524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9404851,"threshold_uncertainty_score":0.4894462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467813762092472,"score_gpt":0.200461923921345,"score_spread":0.1857837863004203,"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."}}