{"id":"W4200130835","doi":"10.47854/anthropen.v1i1.51290","title":"Habiter","year":2021,"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":"Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Humanities; Art","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":[0.0001837095,0.0001055414,0.0002036017,0.000009754629,0.0007730272,0.0001148498,0.0001578941,0.0001173882,0.01758745],"category_scores_gemma":[0.0001320433,0.0001119906,0.0001179663,0.0004060673,0.001398179,0.0002238743,0.0001441293,0.0001253619,0.002895783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550573,"about_ca_system_score_gemma":0.0002160657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439427,"about_ca_topic_score_gemma":0.01442376,"domain_scores_codex":[0.9987844,0.0002208595,0.0001449547,0.0002257579,0.0002447637,0.0003792276],"domain_scores_gemma":[0.9994941,0.00007987896,0.00004094166,0.0001373573,0.0001436538,0.0001040822],"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":[0.000001271928,0.0001167542,0.001264088,0.00001553791,0.00007713419,0.0001351471,0.01704189,3.916616e-7,0.00001555775,0.3926428,0.523863,0.06482641],"study_design_scores_gemma":[0.0001305867,0.00002066256,0.00233356,0.0000499796,0.00003046118,0.000001663599,0.007092529,0.000004030728,0.0001207654,0.006030158,0.9840295,0.0001561489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004304904,0.1433457,0.00004194275,0.05168654,0.006810263,0.00007861166,0.00001241479,0.00002663105,0.7936929],"genre_scores_gemma":[0.1123054,0.02327218,0.0003779909,0.002398876,0.002180364,0.000006699946,0.000005330105,0.00001428666,0.8594389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4601665,"threshold_uncertainty_score":0.9978806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991547625542488,"score_gpt":0.3168715479418091,"score_spread":0.2469560716863842,"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."}}