{"id":"W4252174510","doi":"10.4000/pratiques.3155","title":"L'écriture professionnelle","year":2016,"lang":"fr","type":"paratext","venue":"Pratiques","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008895099,0.0003203628,0.0003784615,0.000085873,0.00108682,0.0001876478,0.0003922574,0.0008671964,0.01799401],"category_scores_gemma":[0.0005326585,0.0002548723,0.000135983,0.0002258286,0.0004971856,0.0003262068,0.00007276754,0.0005781052,0.01739585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234995,"about_ca_system_score_gemma":0.001350881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485174,"about_ca_topic_score_gemma":0.000511848,"domain_scores_codex":[0.9970207,0.001069889,0.000423891,0.0004992189,0.000413066,0.0005732453],"domain_scores_gemma":[0.9982775,0.0005280075,0.0003628331,0.0002842124,0.0003487537,0.0001986469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000678162,0.0001193405,0.0001747743,0.000238077,0.0000279123,0.00000203725,0.02479761,1.518598e-7,0.0001469082,0.0873249,0.8682799,0.01888161],"study_design_scores_gemma":[0.0001261543,0.00005772504,0.0001665547,0.00234562,0.00003428796,0.000001955009,0.01394396,0.000003635534,0.0006141203,0.005544826,0.9767763,0.0003848824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004949193,0.01011745,0.0001564941,0.0593357,0.008443275,0.0004704813,0.00007941294,0.000150908,0.9162971],"genre_scores_gemma":[0.06247783,0.007389311,0.0009776753,0.0007684047,0.01076364,0.0001195047,0.00008983965,0.00004653957,0.9173672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1084964,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150792104855508,"score_gpt":0.3690387927596281,"score_spread":0.337530871711073,"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."}}