{"id":"W7112417740","doi":"","title":"Breaking Bread, Building Hope: An Eight-Year Partnership Addressing the Toxic Drug Crisis in British Columbia","year":2025,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Embeddedness; Praxis; Participatory action research; Context (archaeology); Community-based participatory research; Citizen journalism; Flexibility (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008045806,0.0004355789,0.0005218384,0.0008281241,0.04530003,0.006111376,0.002717111,0.003233505,0.004310274],"category_scores_gemma":[0.01069429,0.0005665843,0.0002607454,0.001080415,0.01320355,0.001940705,0.01251491,0.006377548,0.000389323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0422205,"about_ca_system_score_gemma":0.1339341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8528007,"about_ca_topic_score_gemma":0.9650704,"domain_scores_codex":[0.9918183,0.004866634,0.00008845954,0.000437995,0.0007282096,0.002060371],"domain_scores_gemma":[0.9842986,0.00362027,0.0004049753,0.0004093454,0.002010382,0.009256515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003239992,0.0004935811,0.01045003,0.0003393692,0.00003178563,0.006654914,0.8840912,0.0006086252,0.003163181,0.009235836,0.02475564,0.05985189],"study_design_scores_gemma":[0.0000304923,0.0001640709,0.005984582,0.0001814093,0.00001353768,0.0003020417,0.8973057,0.0002704733,0.0005429359,0.001730048,0.09341409,0.0000606225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8981345,0.002041898,0.004229777,0.05827279,0.0005405838,0.0009611966,0.0002406642,0.0001259076,0.03545265],"genre_scores_gemma":[0.9597382,0.0009990748,0.003444443,0.006187093,0.00003134589,0.0003846384,0.00009577922,0.00007829867,0.02904118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471993,"threshold_uncertainty_score":0.3063326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.384277048180561,"score_gpt":0.5368044052820187,"score_spread":0.1525273571014577,"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."}}