{"id":"W4253697460","doi":"10.17184/eac.anthropen.007","title":"Environnement","year":2016,"lang":"fr","type":"article","venue":"Anthropen","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002611184,0.0001132119,0.0001663158,0.00001324012,0.0007004107,0.00003192573,0.0002295783,0.00009056173,0.01914627],"category_scores_gemma":[0.00007208938,0.00007789764,0.00008472268,0.000133704,0.002493203,0.0002290633,0.0001192762,0.00004612956,0.006314677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003284683,"about_ca_system_score_gemma":0.00006149028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01465161,"about_ca_topic_score_gemma":0.005803868,"domain_scores_codex":[0.998818,0.0001454888,0.0001503956,0.0002078018,0.0002606758,0.0004176485],"domain_scores_gemma":[0.9995627,0.0001078212,0.00005720454,0.0001298446,0.0000297524,0.0001126366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000174217,0.00007086256,0.0008305555,0.000004139025,0.00004610379,0.000007962588,0.0050145,3.833866e-8,0.00003699935,0.4738766,0.2324774,0.2876331],"study_design_scores_gemma":[0.0002305058,0.00006376055,0.002334572,0.00007587863,0.00002175167,2.063299e-7,0.001838203,3.804261e-7,0.00006948652,0.006426035,0.9887828,0.0001563848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005299523,0.06191363,0.0003153087,0.1550057,0.005951704,0.00023904,0.0000258398,0.00004008053,0.7712092],"genre_scores_gemma":[0.4501083,0.03686928,0.0001068711,0.0005461748,0.001483282,0.0000123654,4.573903e-7,0.00001115408,0.5108621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7563054,"threshold_uncertainty_score":0.994459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994453654119779,"score_gpt":0.2898132435697726,"score_spread":0.2298687070285748,"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."}}