{"id":"W4283771784","doi":"10.4000/communication.15040","title":"L’écriture de recherche","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07004234,0.001442472,0.002316297,0.007665704,0.006766757,0.03555692,0.004959343,0.01019536,0.03777629],"category_scores_gemma":[0.1749379,0.00100451,0.002138886,0.009367494,0.02757653,0.0280237,0.01191404,0.01543724,0.0171039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01542176,"about_ca_system_score_gemma":0.02758215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762692,"about_ca_topic_score_gemma":0.004104369,"domain_scores_codex":[0.8503323,0.08418433,0.008571147,0.01209536,0.04112756,0.003689304],"domain_scores_gemma":[0.7046013,0.1712891,0.009269557,0.05811695,0.05178362,0.004939584],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009512615,0.00006246789,0.000464309,0.00154491,0.00006554081,0.00033916,0.02218262,0.0003927446,0.001853435,0.834597,0.05660433,0.08179832],"study_design_scores_gemma":[0.00002797893,0.00005945212,0.0005166766,0.001736545,0.00003164907,0.0004519423,0.00603394,0.0005086126,0.001492206,0.09149828,0.89759,0.00005273891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01271012,0.05319583,0.145632,0.2668379,0.02879515,0.0005987844,0.001095163,0.001169921,0.4899651],"genre_scores_gemma":[0.3916498,0.07168781,0.1127406,0.05635094,0.02383593,0.002481814,0.001825837,0.002973211,0.3364541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9299576,"threshold_uncertainty_score":0.3704237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7447397170718746,"score_gpt":0.5809086967390943,"score_spread":0.1638310203327803,"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."}}