{"id":"W4296151623","doi":"10.47854/anthropen.v1i1.51550","title":"Arrangement","year":2022,"lang":"fr","type":"article","venue":"Anthropen","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001565844,0.0005796935,0.0004304252,0.001151951,0.003111618,0.003858927,0.001740189,0.00133309,0.2786511],"category_scores_gemma":[0.005420975,0.0003624389,0.000586908,0.001826304,0.001673656,0.003956516,0.004318209,0.001396954,0.09298635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885113,"about_ca_system_score_gemma":0.002555981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005181546,"about_ca_topic_score_gemma":0.006458488,"domain_scores_codex":[0.9967431,0.0008365739,0.0002186137,0.0007731283,0.0009389658,0.0004895993],"domain_scores_gemma":[0.9970393,0.0003386761,0.0002161631,0.0009895061,0.0009302231,0.0004861454],"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":[0.0003955113,0.0001202238,0.002170825,0.0002340611,0.00001872111,0.0002330697,0.001960048,0.0006247697,0.001720736,0.516666,0.2571579,0.2186982],"study_design_scores_gemma":[0.00002507074,0.00007077582,0.0008746552,0.00006338311,0.000007529381,0.0002039352,0.0006279727,0.0002403897,0.0004567226,0.0190918,0.9783156,0.00002205003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01309412,0.0005184674,0.0454234,0.004190179,0.002479031,0.0005106781,0.00342055,0.002098592,0.928265],"genre_scores_gemma":[0.1500443,0.0008042374,0.04273362,0.002126429,0.0005317682,0.0008686795,0.005596859,0.001579364,0.7957147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7213489,"threshold_uncertainty_score":0.9321806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07849151096715302,"score_gpt":0.3055054197633433,"score_spread":0.2270139087961903,"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."}}