{"id":"W3121557558","doi":"10.29173/cf589","title":"Les mondes inversés","year":2021,"lang":"fr","type":"article","venue":"Convergences francophones","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039412,0.0003174391,0.0004991192,0.00004806029,0.001707826,0.000108272,0.0003703014,0.000380152,0.07456313],"category_scores_gemma":[0.0004104909,0.0003498134,0.000325109,0.001483812,0.00228154,0.0003603209,0.0001445994,0.0003659585,0.006472857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553747,"about_ca_system_score_gemma":0.0004870737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04632289,"about_ca_topic_score_gemma":0.03384859,"domain_scores_codex":[0.9971252,0.0005950305,0.0004121113,0.000538857,0.0006008126,0.0007279743],"domain_scores_gemma":[0.998576,0.0003640426,0.0001540101,0.0002474551,0.0003901443,0.0002683424],"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":[0.0000130046,0.0002970519,0.0202973,0.0002674263,0.0003891618,0.000252815,0.1031825,0.00002717512,0.0002125784,0.2106452,0.5234482,0.1409675],"study_design_scores_gemma":[0.000253449,0.00003723648,0.005742953,0.0001144388,0.00006174553,0.000002913983,0.04098018,0.00007220485,0.0007628191,0.01681384,0.9347103,0.0004478796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0746067,0.5390132,0.0002376266,0.01256306,0.167243,0.0001963682,0.00005245842,0.0001569929,0.2059306],"genre_scores_gemma":[0.566968,0.073598,0.0004816954,0.0006665469,0.003369507,0.00002646018,0.000008543649,0.00002652789,0.3548547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4923613,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671139533337612,"score_gpt":0.2801178859132203,"score_spread":0.2234064905798442,"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."}}