{"id":"W2886829222","doi":"10.1111/joss.12463","title":"Use of experienced panelists and the projective mapping task in comparison to trained panelists and naïve consumers","year":2018,"lang":"en","type":"article","venue":"Journal of Sensory Studies","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Psychology; Task (project management); Product (mathematics); Applied psychology; Population; Social psychology; Mathematics; Medicine; Engineering","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":[0.004199894,0.0003705556,0.0004060119,0.0009176527,0.0005934419,0.00111868,0.0004478229,0.0006491721,0.003340709],"category_scores_gemma":[0.01951169,0.0003136428,0.0004228367,0.0003131432,0.0005663526,0.0008155241,0.000922533,0.0006207231,0.0005063216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911418,"about_ca_system_score_gemma":0.0002692193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305215,"about_ca_topic_score_gemma":0.004312847,"domain_scores_codex":[0.9968526,0.00126142,0.0002695133,0.0005563406,0.0007121483,0.0003479954],"domain_scores_gemma":[0.9785824,0.0111824,0.003620995,0.001058847,0.00362637,0.00192903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004304387,0.002004967,0.9173386,0.0002604168,0.0002115809,0.0008216818,0.02450985,0.0002515395,0.01721316,0.0001079883,0.0009090237,0.03206688],"study_design_scores_gemma":[0.00003447439,0.002299379,0.9806334,0.00004413262,0.00005530806,0.0002798022,0.01420716,0.0004692338,0.001331933,0.0000853986,0.0005222759,0.00003740918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988727,0.00004574043,0.000145884,0.00001741803,0.000008184167,0.00002560218,0.00002109822,0.000003760237,0.0008596501],"genre_scores_gemma":[0.9979525,0.00006591583,0.000476514,0.00004678575,0.00001191659,0.00005537801,0.00009764537,0.000006418753,0.001286997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004199894,"threshold_uncertainty_score":0.02221143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2473239101677558,"score_gpt":0.3796202335311885,"score_spread":0.1322963233634327,"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."}}