{"id":"W2076130421","doi":"10.7202/003159ar","title":"Chopping down and Reconstructing a Tree","year":2002,"lang":"fr","type":"article","venue":"Meta Journal des traducteurs","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Ethnology; Art; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003985402,0.0003280555,0.0006297338,0.0002299374,0.001430624,0.0006032824,0.0003784694,0.0002081523,0.006621225],"category_scores_gemma":[0.002301767,0.0003018868,0.0003856861,0.0008373904,0.001854536,0.00106387,0.00004311868,0.001347103,0.00007088247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894016,"about_ca_system_score_gemma":0.00005195761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000428482,"about_ca_topic_score_gemma":0.0003019438,"domain_scores_codex":[0.9946077,0.002997481,0.0005973213,0.0003949288,0.0005145691,0.000888041],"domain_scores_gemma":[0.9979171,0.0007441333,0.0004466072,0.0002018889,0.0001313417,0.0005589552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003164535,0.00004193587,0.002221563,0.00004714608,0.0006189434,0.0001859153,0.01046792,0.00002352689,0.0005163837,0.003053917,0.0007636022,0.982056],"study_design_scores_gemma":[0.0008581428,0.0002433995,0.003597057,0.0004199954,0.002730654,0.008078997,0.0041649,0.001086502,0.0002389821,0.0224723,0.9553017,0.0008073895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.2409015,0.7231599,0.004318868,0.008786785,0.004261865,0.000128037,0.000003392777,0.00006168654,0.01837796],"genre_scores_gemma":[0.09414785,0.3663609,0.4090967,0.0008473959,0.007451952,0.00001328375,0.000001010107,0.0001491577,0.1219317],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9812486,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08455157339143014,"score_gpt":0.3102614817908627,"score_spread":0.2257099083994326,"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."}}