{"id":"W7114796419","doi":"10.71781/33956","title":"« Ils voient que je comprends pas » : une sociologie déambulatoire avec des non-initié·es dans des lieux d’art contemporain","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ESPACE; Context (archaeology); Family life; Cultural environment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008450222,0.0007038475,0.001050183,0.00008117739,0.003215283,0.0007083364,0.001636507,0.001105082,0.001421402],"category_scores_gemma":[0.0004039858,0.0006427166,0.0004709832,0.0009920519,0.002284432,0.000627142,0.0002894295,0.0006661758,0.0006259681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007707063,"about_ca_system_score_gemma":0.001442639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02104821,"about_ca_topic_score_gemma":0.351755,"domain_scores_codex":[0.9960164,0.0006561012,0.0008679681,0.0009354966,0.0005389935,0.0009850407],"domain_scores_gemma":[0.9976774,0.000555391,0.0005823117,0.0003239379,0.0005356009,0.0003252956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001466381,0.0006462925,0.01033483,0.0002312596,0.0005221409,0.00007032608,0.5806831,0.00009097107,0.0008189392,0.01208257,0.00297283,0.3914001],"study_design_scores_gemma":[0.00146158,0.0003948768,0.04837173,0.002545908,0.0005547783,0.000003777754,0.7488747,0.0006015708,0.000996994,0.023504,0.1708169,0.001873225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6969768,0.0007039355,0.00005046036,0.001487958,0.001331519,0.0009828175,0.0003506393,0.00001359188,0.2981023],"genre_scores_gemma":[0.6859447,0.0009852463,0.001654969,0.0001451634,0.0003142041,0.0001511918,0.002804372,0.00003480289,0.3079653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3895269,"threshold_uncertainty_score":0.9996024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09649717659294935,"score_gpt":0.3679968353997847,"score_spread":0.2714996588068354,"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."}}