{"id":"W2140109110","doi":"10.7202/900104ar","title":"En parlant d’image","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Diverse Academia and Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy; Humanities; Psychology","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":[0.001928563,0.00011161,0.0001247109,0.0001467714,0.0004337276,0.0001524488,0.0005126985,0.0002223606,0.001166697],"category_scores_gemma":[0.0004092779,0.0001088368,0.00006566224,0.0005782322,0.00115139,0.0004009652,0.00003241206,0.0003369455,0.001513441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005135275,"about_ca_system_score_gemma":0.0003621459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165367,"about_ca_topic_score_gemma":0.00002284493,"domain_scores_codex":[0.9981117,0.0005346321,0.000194762,0.0003495095,0.0002097957,0.0005995536],"domain_scores_gemma":[0.9993036,0.0001476469,0.0000806544,0.0002173271,0.00007392809,0.000176814],"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":[0.00002016339,0.0007009878,0.003675021,0.0001956747,0.00002768976,0.0001029581,0.1053849,0.0001251877,0.004799667,0.4067936,0.109381,0.3687931],"study_design_scores_gemma":[0.0006204245,0.001357589,0.1373829,0.0005617109,0.00008927428,0.0007826458,0.02212544,0.005347597,0.0009786868,0.1725589,0.6576033,0.0005915465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3846361,0.008830226,0.002275605,0.07888684,0.00435659,0.0003221307,0.00001482274,0.00006068538,0.5206169],"genre_scores_gemma":[0.8350289,0.004436748,0.01345036,0.001648985,0.002110401,0.00001375168,0.00001134676,0.00001089403,0.1432886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5482222,"threshold_uncertainty_score":0.9997464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4395193355575202,"score_gpt":0.5180772430948429,"score_spread":0.07855790753732278,"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."}}