{"id":"W4224085985","doi":"10.3389/fsufs.2022.750776","title":"Ontological Awareness in Food Systems Education","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Food systems; Modernity; Sociology; Epistemology; Ontology; Environmental ethics; Social science; Food security; Geography; Philosophy; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002407588,0.0002324938,0.000563724,0.0006872443,0.0009292001,0.0002364028,0.0006672376,0.0002054174,0.00002263645],"category_scores_gemma":[0.0002154309,0.0002545996,0.00009249502,0.001489912,0.0001121274,0.0003338537,0.0001981828,0.0004070328,0.000003131767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761596,"about_ca_system_score_gemma":0.003156104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03463404,"about_ca_topic_score_gemma":0.001477001,"domain_scores_codex":[0.9953339,0.001456994,0.0006941913,0.0005568651,0.000881067,0.00107701],"domain_scores_gemma":[0.9990383,0.00007217415,0.000236594,0.0003227706,0.0001499208,0.000180253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000268232,0.001542188,0.3971649,0.001215091,0.0001665864,0.0003591543,0.1980979,0.0163863,0.000003537033,0.1362127,0.2468894,0.001693995],"study_design_scores_gemma":[0.0003990839,0.0002246966,0.002957966,0.00004265023,0.000005077346,0.000006446254,0.6360171,0.0003193649,0.000001009687,0.0008661174,0.3588918,0.0002686935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884436,0.04898979,0.003187832,0.0007719237,0.02375093,0.004365547,0.00003003942,0.0002753795,0.03018498],"genre_scores_gemma":[0.9847667,0.00009606636,0.0001282066,0.00004721829,0.000341739,0.002067164,0.00002219904,0.00002638175,0.01250429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379191,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805480095266818,"score_gpt":0.270263798607165,"score_spread":0.2522089976544968,"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."}}