{"id":"W2897072332","doi":"10.7202/1052140ar","title":"Précis de photographie à l'usage des sociologues de Sylvain Maresca et Michaël Meyer. Sylvain Maresca, Michaël Meyer, Précis de photographie à l’usage des sociologues, Rennes, PU Rennes, coll. « Didact sociologie », 2013, 109 p.","year":2015,"lang":"fr","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.007374099,0.002400511,0.00228561,0.001362984,0.001965636,0.004234036,0.003771153,0.002665962,0.000218166],"category_scores_gemma":[0.00389532,0.002091984,0.00165545,0.003311948,0.007708999,0.005912654,0.002234492,0.002431277,0.0002990093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398232,"about_ca_system_score_gemma":0.002869295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02127799,"about_ca_topic_score_gemma":0.02202505,"domain_scores_codex":[0.9825193,0.004582895,0.002071427,0.002921303,0.001289821,0.006615306],"domain_scores_gemma":[0.9885232,0.002618753,0.001297085,0.002400643,0.001565921,0.003594409],"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":[0.0004180708,0.002149704,0.02339111,0.0007144959,0.001750349,0.001977652,0.03758647,0.0001659307,0.01428724,0.01205486,0.8864869,0.01901717],"study_design_scores_gemma":[0.007084708,0.005121585,0.04007139,0.001987093,0.0009484592,0.004829088,0.0126013,0.01028525,0.006311355,0.4232876,0.4793652,0.008106984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77608,0.1741293,0.005231696,0.02608019,0.002705193,0.002723223,0.00204142,0.00206631,0.008942651],"genre_scores_gemma":[0.8976339,0.05357841,0.02741997,0.007080735,0.00127811,0.0003876302,0.001417115,0.0003575147,0.01084659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4112327,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2469377517601078,"score_gpt":0.3285101160908024,"score_spread":0.08157236433069467,"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."}}