{"id":"W7014435137","doi":"","title":"Philippe Gendreau, GAFAM, le monstre à cinq têtes, Montréal, Écosociété, Collection Radar, 2023, 160 pages","year":2023,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Presentation (obstetrics); Shadow (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005581274,0.0004465155,0.0005505473,0.0003821725,0.004609575,0.00008048816,0.000443846,0.0004392834,0.001016182],"category_scores_gemma":[0.0001427801,0.0005508445,0.0004225057,0.002988794,0.0006023568,0.0005297636,0.0003785756,0.0003820253,0.002300466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005195682,"about_ca_system_score_gemma":0.0003034264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1555979,"about_ca_topic_score_gemma":0.6699551,"domain_scores_codex":[0.9966699,0.0004350049,0.0003656792,0.0007049809,0.0007136311,0.001110803],"domain_scores_gemma":[0.9984081,0.0002764007,0.0002916913,0.0004036381,0.0001827416,0.0004374375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007478516,0.0001587828,0.0003825759,0.0000480805,0.0003418114,0.0006149786,0.008038064,0.0001857553,0.0001921204,0.01957354,0.909919,0.06047052],"study_design_scores_gemma":[0.001140215,0.0001192984,0.001541578,0.00007035329,0.0002695771,0.00004540716,0.05183326,0.001371465,0.00008869557,0.001675481,0.941321,0.0005237426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06507397,0.3711567,0.0002113416,0.4140845,0.004157377,0.001028738,0.0003148044,0.0009643882,0.1430082],"genre_scores_gemma":[0.05229723,0.356676,0.0002380211,0.0003566169,0.0006396925,0.00002205368,0.00009911772,0.00004916509,0.5896221],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5143572,"threshold_uncertainty_score":0.999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637925252966749,"score_gpt":0.2086038046387318,"score_spread":0.1922245521090644,"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."}}