{"id":"W4406674762","doi":"10.7202/1115290ar","title":"Qu’est-ce que faire parler à partir d’images veut dire ?","year":2023,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01399553,0.0005066692,0.0006118174,0.001549662,0.007261842,0.01363202,0.001577849,0.004206516,0.01660954],"category_scores_gemma":[0.03896957,0.0005381623,0.0005697974,0.00180529,0.02410543,0.01863661,0.005402069,0.004723099,0.002785736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673622,"about_ca_system_score_gemma":0.005864844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213441,"about_ca_topic_score_gemma":0.02109656,"domain_scores_codex":[0.9839606,0.008720858,0.000462204,0.002418863,0.003533846,0.0009036603],"domain_scores_gemma":[0.9714516,0.01690765,0.001706593,0.003649559,0.005363686,0.0009208852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001272563,0.00005846554,0.004631979,0.0006907104,0.00004372036,0.0004912794,0.156026,0.000137593,0.003603375,0.776456,0.009293288,0.04844023],"study_design_scores_gemma":[0.00004246666,0.0001066967,0.006909774,0.001461957,0.00006951821,0.0006610112,0.2657073,0.0005035748,0.006549942,0.2555957,0.4622899,0.0001022076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.139768,0.01022789,0.09147426,0.1196996,0.002872321,0.0002858776,0.000357765,0.0002392976,0.6350749],"genre_scores_gemma":[0.8904645,0.003935476,0.02137227,0.006328351,0.0004978861,0.0002752902,0.0001505894,0.0002684603,0.07670705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01660954,"threshold_uncertainty_score":0.07401633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6454346391191373,"score_gpt":0.6002733760986122,"score_spread":0.04516126302052514,"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."}}