{"id":"W2463268213","doi":"10.1177/1476750316656041","title":"Collaborating for community food security: Emerging scholar participation in a community–university partnership","year":2016,"lang":"en","type":"article","venue":"Action Research","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"University of Guelph","keywords":"General partnership; Public relations; Work (physics); Food security; Sociology; Political science; Perspective (graphical); Affect (linguistics); Engineering ethics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02284189,0.00007068105,0.0001097304,0.000289644,0.00803004,0.0001248872,0.0005548146,0.0001084195,0.0000824212],"category_scores_gemma":[0.003635131,0.00007093033,0.00003507116,0.001192999,0.0002051429,0.000560206,0.0002175336,0.001917156,0.00002443841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717493,"about_ca_system_score_gemma":0.0002289732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01967433,"about_ca_topic_score_gemma":0.1451312,"domain_scores_codex":[0.9769938,0.02179918,0.0001458931,0.0001030107,0.0004837333,0.000474367],"domain_scores_gemma":[0.9943233,0.004499523,0.00006496005,0.000413296,0.0005799588,0.0001190162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008739588,0.002056943,0.06815327,0.0003061538,0.0001285184,0.000003787351,0.7369568,0.0001059946,0.003551116,0.06478354,0.004762735,0.1183171],"study_design_scores_gemma":[0.001080314,0.000429936,0.01018082,0.000150458,0.000007692845,1.100399e-7,0.725545,0.000136657,0.0006540609,0.004396774,0.2572691,0.0001489752],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829015,0.00001915918,0.0001872509,0.003428937,0.00006084724,0.0004191558,0.000005300505,0.00008811415,0.0128897],"genre_scores_gemma":[0.998735,0.00007862643,0.00009465771,0.00005550978,0.0000564833,0.0000403316,0.000008784304,0.000009645006,0.0009210189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525064,"threshold_uncertainty_score":0.9932614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3709721215451186,"score_gpt":0.5040621535781706,"score_spread":0.133090032033052,"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."}}