{"id":"W4410821584","doi":"10.32920/jcd.v8i1.2157","title":"(Dis)Connections","year":2025,"lang":"en","type":"article","venue":"Journal of Critical Dietetics","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Health Canada; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; St. Francis Xavier University","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001243582,0.0000612502,0.00013226,0.00001239073,0.0001169111,0.00004214101,0.0001362418,0.00006463395,0.0002545267],"category_scores_gemma":[0.0004644003,0.0000208926,0.000144187,0.00019339,0.00007746156,0.00008369553,0.00002981421,0.0001830988,0.00001139707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001222723,"about_ca_system_score_gemma":0.00001049205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002713753,"about_ca_topic_score_gemma":0.00001171428,"domain_scores_codex":[0.9993956,0.00003272202,0.0002461991,0.00006345833,0.0001297411,0.0001322595],"domain_scores_gemma":[0.999265,0.0003634699,0.00003765791,0.00002399514,0.0002272312,0.00008263236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001856802,0.001862188,0.002384027,0.00009229437,0.000152233,0.0003169813,0.0002397449,0.00002088058,0.1862225,0.374186,0.3112837,0.1230538],"study_design_scores_gemma":[0.0002165187,0.0007722911,0.04048589,0.00009935453,0.0001267021,0.0001033409,0.000530771,0.00004078987,0.003045985,0.0813905,0.8730364,0.000151419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6163917,0.002317051,0.0007708122,0.3250561,0.002963954,0.0001119158,0.00002364361,0.00004942797,0.05231543],"genre_scores_gemma":[0.997422,0.00005281721,0.0003326095,0.0007326959,0.0005275532,5.039554e-7,0.000001003893,2.748579e-7,0.0009304835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5617527,"threshold_uncertainty_score":0.2786889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979646031309603,"score_gpt":0.2879998220792446,"score_spread":0.2682033617661486,"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."}}