{"id":"W3043380074","doi":"10.33137/ijidi.v4i2.33635","title":"From a \"Limited Space\" to a Much Wider Future","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Refugee; Narrative; Gender studies; Sociology; Democracy; Meaning (existential); Political science; Politics; Psychology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004720845,0.0001318381,0.0001748568,0.0002292308,0.0005703914,0.00008762702,0.001140543,0.00009811686,0.002806505],"category_scores_gemma":[0.0001936049,0.00009771027,0.0001457585,0.0002585542,0.00002822307,0.0008776461,0.00154289,0.0003540335,0.0008754861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616857,"about_ca_system_score_gemma":0.0001033964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006131497,"about_ca_topic_score_gemma":0.00008392661,"domain_scores_codex":[0.9979519,0.00009650274,0.0006111471,0.00009568522,0.001079357,0.0001653963],"domain_scores_gemma":[0.9978848,0.0001340156,0.0006254688,0.0001521833,0.000922791,0.0002807925],"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":[0.002906162,0.0001148743,0.006208908,0.000009510941,0.0004157475,0.00004310605,0.4952846,0.0003802842,0.0001837374,0.005745817,0.4662355,0.02247176],"study_design_scores_gemma":[0.005048392,0.0005243483,0.08374161,0.00009703898,0.0001130959,0.0001280909,0.06112818,0.00102026,0.0005107597,0.003150926,0.8441715,0.0003657582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8193434,0.00009541098,0.007487067,0.1669888,0.002734234,0.0002185827,0.0001002952,0.00003369334,0.002998505],"genre_scores_gemma":[0.9608954,0.00004429819,0.0007730045,0.03649168,0.001632163,0.0000016366,0.00005645316,0.000005329162,0.0001000284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4341565,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963360265820557,"score_gpt":0.2852644722588749,"score_spread":0.2656308696006693,"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."}}