{"id":"W2211616597","doi":"10.7202/1033955ar","title":"Entretien avec Louis Hamelin","year":2015,"lang":"fr","type":"article","venue":"Voix et Images","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009079916,0.000225561,0.0003121015,0.00004819537,0.0003195312,0.0002228287,0.0003093714,0.0001927801,0.000832703],"category_scores_gemma":[0.0008136962,0.0002272608,0.0001530342,0.000435883,0.001506504,0.0003650112,0.0001545684,0.0002627891,0.002285087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942838,"about_ca_system_score_gemma":0.0003295363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02821418,"about_ca_topic_score_gemma":0.003462202,"domain_scores_codex":[0.9977372,0.0004700379,0.0002558456,0.0003136935,0.0006036365,0.0006196152],"domain_scores_gemma":[0.998882,0.0001984551,0.0001144317,0.0001791418,0.0002683227,0.0003576772],"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":[0.00000547238,0.000118368,0.001075398,0.00001487768,0.00005580394,0.00003283587,0.1882021,0.000006016552,0.000007137429,0.04556198,0.7493058,0.01561423],"study_design_scores_gemma":[0.0003254621,0.00008724238,0.001092222,0.00004428117,0.0000457784,0.000001330888,0.01067282,0.00002445242,0.00005367838,0.01712677,0.9702489,0.000277085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01915273,0.1800279,0.0004525074,0.2812482,0.01335427,0.0004532517,0.0005722708,0.0002708422,0.504468],"genre_scores_gemma":[0.1682359,0.008518374,0.001278154,0.001615736,0.002824461,0.00001980339,0.00001064104,0.00003371038,0.8174633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3129953,"threshold_uncertainty_score":0.9984918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093105686306303,"score_gpt":0.2942059641676045,"score_spread":0.2432749073045415,"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."}}