{"id":"W2803532792","doi":"10.3390/su10051601","title":"Social Sustainability Assessment of Canadian Egg Production Facilities: Methods, Analysis, and Recommendations","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Sustainability; Production (economics); Social analysis; Business; Environmental resource management; Social sustainability; Environmental economics; Environmental planning; Environmental science; Economics; Ecology; Sociology; Biology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001279798,0.0001462031,0.0002844664,0.00008951352,0.0006158767,0.0000456177,0.000150189,0.0001269699,0.0004545476],"category_scores_gemma":[0.000957128,0.00006207899,0.000127693,0.002507015,0.0003826463,0.0001633033,0.00007668928,0.0001458079,4.711108e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838298,"about_ca_system_score_gemma":0.000280632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1051141,"about_ca_topic_score_gemma":0.3132967,"domain_scores_codex":[0.9982613,0.0004590446,0.0003127197,0.0004616517,0.0001452857,0.0003600405],"domain_scores_gemma":[0.9978477,0.0001275328,0.0001104047,0.0001105243,0.001649299,0.0001545483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008656377,0.000762163,0.4756465,0.0004799593,0.0006310806,0.000002442674,0.008461197,0.000006030124,0.01478386,0.0230999,0.01164551,0.4643948],"study_design_scores_gemma":[0.0000523249,0.0001788893,0.8895683,0.000001643386,0.0000896716,8.470736e-7,0.01743584,0.00001784859,0.001070979,0.01224896,0.07918157,0.0001531925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303088,0.00002468305,0.00005228512,0.06837353,0.00008101398,0.0005420876,0.00008678533,0.00004259073,0.0004882007],"genre_scores_gemma":[0.9983628,0.000008462926,0.0006314762,0.00003779289,0.0002269311,0.00002389921,0.00009033755,6.332609e-7,0.0006176432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4642417,"threshold_uncertainty_score":0.9008451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812794294556888,"score_gpt":0.3247356600863298,"score_spread":0.306607717140761,"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."}}