{"id":"W6939714290","doi":"10.6084/m9.figshare.12961454.v1","title":"Embracing a Metic Lens for Community-based Participatory Research in Technical Communication","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Rhetorical question; Photovoice; Citizen journalism; Technical communication; Action (physics); Work (physics); Power (physics)","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":[0.08337922,0.001309357,0.00122222,0.006700883,0.01152553,0.02036366,0.003293512,0.005267487,0.008855131],"category_scores_gemma":[0.04966067,0.0008701307,0.0008733697,0.00369847,0.07385648,0.01559161,0.01976653,0.00933743,0.001139262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005792437,"about_ca_system_score_gemma":0.006966952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160649,"about_ca_topic_score_gemma":0.004268467,"domain_scores_codex":[0.8757635,0.1173206,0.0008161817,0.002243926,0.0030285,0.000827331],"domain_scores_gemma":[0.9200522,0.0680575,0.002261923,0.006713275,0.00168794,0.001227163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001856953,0.00002227485,0.0001709688,0.0002713999,0.00001325417,0.0001031435,0.08536874,0.0002583889,0.0003468877,0.8990457,0.001891103,0.0124896],"study_design_scores_gemma":[0.00006181706,0.00008430845,0.0002592993,0.001106451,0.00001950082,0.0002919612,0.06336641,0.0009892489,0.0006860903,0.7346128,0.1984853,0.00003676966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01886996,0.006372609,0.6867578,0.08777229,0.002359258,0.001346452,0.000250611,0.0003734558,0.1958976],"genre_scores_gemma":[0.547951,0.003024506,0.4132338,0.008410183,0.0011153,0.006631661,0.0001132512,0.000553315,0.01896709],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08337922,"threshold_uncertainty_score":0.4409567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9593028163852496,"score_gpt":0.713080383163187,"score_spread":0.2462224332220626,"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."}}