{"id":"W4206387962","doi":"10.15353/cfs-rcea.v8i4.465","title":"Looking back, looking forward","year":2021,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Facilitator; Citizen journalism; The arts; Sociology; Media studies; Visual arts; Public relations; Political science; World Wide Web; Computer science; Art; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002546971,0.0008739213,0.000494287,0.001023429,0.008288948,0.01754901,0.001289385,0.00530596,0.05503395],"category_scores_gemma":[0.01019034,0.000347978,0.000568044,0.0009657867,0.006933203,0.01483521,0.00611173,0.01060333,0.03440335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004051443,"about_ca_system_score_gemma":0.004416059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007886763,"about_ca_topic_score_gemma":0.01562656,"domain_scores_codex":[0.9968755,0.001061867,0.00009212628,0.0005592169,0.0009387941,0.0004724363],"domain_scores_gemma":[0.9967996,0.0005792154,0.0001674493,0.0002753399,0.001144005,0.001034399],"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":[0.00001884045,0.00001908684,0.0002779897,0.00009098661,0.000003468319,0.0002044169,0.009946939,0.00002452272,0.0002406372,0.07765966,0.8788434,0.03267002],"study_design_scores_gemma":[9.655552e-7,0.000004701042,0.00006812025,0.00009620211,0.000001064711,0.00006502114,0.003604134,0.000007183397,0.00005079319,0.002880331,0.9932163,0.000005178786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002720487,0.02444396,0.003151072,0.4805495,0.1227923,0.00005663983,0.0003480406,0.0004888192,0.3654491],"genre_scores_gemma":[0.03282613,0.01072481,0.003084091,0.1363447,0.01382585,0.0000768289,0.0003203849,0.001031672,0.8017656],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05503395,"threshold_uncertainty_score":0.1841069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922680325425427,"score_gpt":0.2187557164430642,"score_spread":0.1895289131888099,"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."}}