{"id":"W4404245572","doi":"10.7202/1113067ar","title":"Comment faire des recherches sur la réalité pour la transformer1","year":2022,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.03935141,0.001030596,0.0007049502,0.001435344,0.006868193,0.009677905,0.002329986,0.01545827,0.02127528],"category_scores_gemma":[0.1242985,0.0006219127,0.001652935,0.00186062,0.00668926,0.01621928,0.004762201,0.01366021,0.006681281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007664707,"about_ca_system_score_gemma":0.01344532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03614149,"about_ca_topic_score_gemma":0.02759702,"domain_scores_codex":[0.9473161,0.02374448,0.002038869,0.004802408,0.01967529,0.00242298],"domain_scores_gemma":[0.8748177,0.06031974,0.005542395,0.00792829,0.04673979,0.004652116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000676527,0.0002186043,0.006319432,0.001363165,0.0001732676,0.002502003,0.02779974,0.001222925,0.01033063,0.1652517,0.6700098,0.1141323],"study_design_scores_gemma":[0.0000306219,0.00007790496,0.001541755,0.000330299,0.00004430086,0.0005394884,0.006113288,0.0002620706,0.003657991,0.0103768,0.9769396,0.0000859614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009714166,0.01551598,0.006567216,0.8882093,0.03154547,0.00006496814,0.0003280833,0.0002618876,0.04779286],"genre_scores_gemma":[0.3147605,0.0325206,0.01579805,0.2285532,0.02273483,0.0002780327,0.0009336512,0.001053132,0.383368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03935141,"threshold_uncertainty_score":0.2081126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3045191592676351,"score_gpt":0.4294604098257697,"score_spread":0.1249412505581345,"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."}}