{"id":"W1952608379","doi":"10.29173/cjs19925","title":"Where is Fort McMurray? The Camera as a Tool for Assembling \"Community\"","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Narrative; Photography; Shadow (psychology); Resource (disambiguation); Visual arts; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0123184,0.00008951623,0.0002158308,0.00008877713,0.003504473,0.000153938,0.001147675,0.0001625418,0.0008867441],"category_scores_gemma":[0.005551741,0.00005321268,0.0001659486,0.0001436661,0.001987699,0.0002090932,0.00002951179,0.0009972915,0.00007436465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900903,"about_ca_system_score_gemma":0.0046423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1925127,"about_ca_topic_score_gemma":0.2957413,"domain_scores_codex":[0.9948125,0.003861111,0.0002998137,0.00006825767,0.0002500534,0.0007082267],"domain_scores_gemma":[0.9949996,0.003496753,0.0002195901,0.000243905,0.00057845,0.0004617189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005228674,0.00004364905,0.02954073,0.00003402401,0.0004831247,0.0000220901,0.6015591,0.00003539606,0.001096476,0.1574809,0.174495,0.03515723],"study_design_scores_gemma":[0.0005383295,0.0005550871,0.02128806,0.00005328031,0.00007740117,0.00003303669,0.1249598,0.0001004692,0.0001721904,0.3260289,0.5259576,0.0002358911],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234402,0.0007781567,0.0003070536,0.0696235,0.0003990735,0.0004565107,0.000007194248,0.000005474892,0.00498287],"genre_scores_gemma":[0.9936274,0.00005417793,0.0004017385,0.004195075,0.0005135234,0.00004707108,3.616072e-7,0.00001247265,0.001148149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4765993,"threshold_uncertainty_score":0.9977928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5479159019880407,"score_gpt":0.5981989417762409,"score_spread":0.05028303978820015,"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."}}