{"id":"W4310297803","doi":"10.1080/17450101.2022.2136996","title":"An agenda for creative practice in the new mobilities paradigm","year":2022,"lang":"en","type":"article","venue":"Mobilities","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Australian Government; Humanities in the European Research Area","keywords":"Mobilities; Exhibition; Creativity; Sociology; The arts; Epistemology; Field (mathematics); Social science; Engineering ethics; Media studies; Political science; Psychology; Visual arts; Social psychology; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001658086,0.000119131,0.0001472293,0.0001493663,0.001761883,0.0002213658,0.000609677,0.00003411284,0.001867455],"category_scores_gemma":[0.001248998,0.0001060366,0.0001221215,0.0003402084,0.000490682,0.000895524,0.00005637405,0.0002628759,0.00000848675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612121,"about_ca_system_score_gemma":0.0002492058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04316317,"about_ca_topic_score_gemma":0.05640085,"domain_scores_codex":[0.9977196,0.0009646493,0.0002368514,0.0002777389,0.0004272359,0.0003739442],"domain_scores_gemma":[0.9961754,0.003250533,0.0001002019,0.0003348338,0.00008012544,0.00005888525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001432813,0.0003981027,0.0003872792,0.000009324212,0.00003189343,0.000004509536,0.6387315,0.0007729479,0.00001698246,0.3266433,0.03241734,0.0004436041],"study_design_scores_gemma":[0.0001017058,0.000305486,0.0008671369,0.000002000935,0.00001268529,0.000002129698,0.5512906,0.00001406356,0.000006162463,0.0288252,0.4184949,0.00007794529],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010685,0.002129142,0.00004452452,0.03313102,0.00116013,0.003140716,0.0002403448,0.0002490415,0.1588366],"genre_scores_gemma":[0.9867061,0.00005408653,0.0003433808,0.001193609,0.000229111,0.001404203,0.0000183363,0.00001297376,0.01003822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860776,"threshold_uncertainty_score":0.9995377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749436699026597,"score_gpt":0.382213788721032,"score_spread":0.334719421730766,"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."}}