{"id":"W226916168","doi":"10.4000/lisa.2317","title":"Images of Canada: from a eurocentric perspective to multiperspectiveness","year":2005,"lang":"en","type":"article","venue":"Revue LISA / LISA e-journal","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"German; Perspective (graphical); Canadian literature; Sociology; Media studies; Political science; Art history; History; Art; Literature; Visual arts; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004627285,0.0001567984,0.0002943666,0.0001055628,0.0008440957,0.00008569004,0.0004997941,0.00008711789,0.001400075],"category_scores_gemma":[0.000922406,0.0001491722,0.000140892,0.0004517957,0.0001239842,0.0004060209,0.00004173281,0.0004517684,0.00001818613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178775,"about_ca_system_score_gemma":0.00135903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08629317,"about_ca_topic_score_gemma":0.2239715,"domain_scores_codex":[0.99826,0.0002654585,0.0003080766,0.0002461078,0.0005143722,0.0004059735],"domain_scores_gemma":[0.9983814,0.0001024677,0.0002477179,0.0001541609,0.0006762625,0.0004380124],"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":[0.0002952005,0.0006183767,0.002852336,0.00002790129,0.0003249916,0.0004427878,0.6720284,0.001452155,0.006194751,0.01294392,0.2913001,0.01151913],"study_design_scores_gemma":[0.0006300557,0.00006765543,0.00663578,0.000118425,0.00006278251,0.0001011341,0.07266626,0.00001145689,0.000866437,0.0007944152,0.9177111,0.0003344734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881662,0.01585811,0.0007356185,0.0525601,0.00486418,0.000763228,0.0002768476,0.0001056331,0.2366701],"genre_scores_gemma":[0.9798371,0.0003191825,0.001031674,0.0005625315,0.005542774,0.000004434688,0.000001564797,0.00001855987,0.01268223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.626411,"threshold_uncertainty_score":0.9995128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138928826660078,"score_gpt":0.2614565574957382,"score_spread":0.2500672692291374,"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."}}