{"id":"W2545998436","doi":"10.25071/2292-4736/40243","title":"Shimmers Below the Surface: Emergent Strategy and Movement Building through 2-QTPOC Media","year":2015,"lang":"en","type":"article","venue":"UnderCurrents Journal of Critical Environmental Studies","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Queer; Vision; Politics; Aesthetics; Materiality (auditing); Sociology; Transformative learning; Metaphysics; Gender studies; Media studies; Art; Political science; Epistemology; Anthropology; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005281687,0.00047088,0.0002561402,0.002070655,0.006620038,0.01008617,0.0009772396,0.001308006,0.007224008],"category_scores_gemma":[0.008519584,0.0003997779,0.0003944455,0.001274294,0.02572577,0.01039113,0.008121289,0.001899099,0.0004777495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697522,"about_ca_system_score_gemma":0.002262133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037153,"about_ca_topic_score_gemma":0.0082933,"domain_scores_codex":[0.9972606,0.001849427,0.00004986932,0.0002559322,0.0002613461,0.0003228949],"domain_scores_gemma":[0.9951392,0.003193168,0.0003536445,0.0007550325,0.000306024,0.0002527996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007436692,0.00002802501,0.002181123,0.0001306767,0.00000982826,0.0005011151,0.7800667,0.0002763644,0.002257993,0.194748,0.001236695,0.01848921],"study_design_scores_gemma":[0.0000234265,0.00007820511,0.003421283,0.0002531146,0.00002333357,0.0003874376,0.8391851,0.001037139,0.002422014,0.08036387,0.07276168,0.00004347402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6612884,0.0008118652,0.04345838,0.007755436,0.0002615261,0.0002431984,0.0001684488,0.0002259161,0.2857868],"genre_scores_gemma":[0.986596,0.0001737357,0.004763925,0.000233337,0.00002388332,0.00007594983,0.00002247468,0.0000693193,0.008041291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008617,"threshold_uncertainty_score":0.02793258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6733344673459395,"score_gpt":0.6227594467558236,"score_spread":0.05057502059011587,"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."}}