{"id":"W3025525944","doi":"10.33137/jaste.v5i1.34273","title":"Consumer Action","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Action (physics); Psychology; Life style; Advertising; Business; Applied 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006766177,0.0009588347,0.0004162817,0.001392088,0.005431218,0.006871089,0.001348685,0.005659068,0.1850948],"category_scores_gemma":[0.01041473,0.0003752078,0.0007511174,0.001131527,0.003493534,0.004241359,0.006626197,0.003746526,0.03068196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676845,"about_ca_system_score_gemma":0.002482009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308004,"about_ca_topic_score_gemma":0.007736676,"domain_scores_codex":[0.9924049,0.002639112,0.0001997865,0.0010931,0.002858943,0.0008042017],"domain_scores_gemma":[0.9949596,0.001423708,0.0002043887,0.001042275,0.001613116,0.0007569429],"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":[0.0002452311,0.0005037017,0.005678078,0.0006311594,0.00003624504,0.0009881306,0.04049033,0.0001013475,0.002762224,0.1375742,0.5665125,0.2444768],"study_design_scores_gemma":[0.000009689525,0.00002338994,0.0007823645,0.00008678508,0.000003630697,0.00010069,0.006639455,0.00003050516,0.0001441855,0.003088545,0.9890822,0.000008535195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00755804,0.00105357,0.002001988,0.02073047,0.001213257,0.0003376052,0.000303206,0.0001994509,0.9666024],"genre_scores_gemma":[0.1558063,0.001372684,0.006139076,0.03137251,0.0004608847,0.0005907358,0.0006665839,0.0002973337,0.8032939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1850948,"threshold_uncertainty_score":0.6192038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0825288928215621,"score_gpt":0.4254006566417574,"score_spread":0.3428717638201953,"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."}}