{"id":"W4377084507","doi":"10.7202/1096859ar","title":"Sanz, M., &amp; Sanchou, P. (2007). Éducateurs techniques spécialisés : quelles fonctions ? Ramonville-Saint-Agne : Éres","year":2023,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAINT; Computer science; Computer network","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002228511,0.0003664221,0.0003463422,0.0004520642,0.001188725,0.000331823,0.0005475792,0.0004583409,0.003181561],"category_scores_gemma":[0.001334746,0.0004481112,0.0002606723,0.002474626,0.0005496833,0.000893246,0.00005541945,0.0005967136,0.004217182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127411,"about_ca_system_score_gemma":0.001180638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298951,"about_ca_topic_score_gemma":0.008017113,"domain_scores_codex":[0.9964241,0.0008444348,0.0006701759,0.0006381692,0.0004545727,0.0009684893],"domain_scores_gemma":[0.9968626,0.001116009,0.000529216,0.0006780363,0.0004131823,0.0004009003],"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":[0.00002514894,0.0004503555,0.003740146,0.0001689957,0.00006220059,0.000001236036,0.02656086,0.00005181168,0.0002041273,0.1398998,0.7741539,0.05468144],"study_design_scores_gemma":[0.0001114733,0.00004539774,0.0207652,0.0002810594,0.0001241172,0.00002628442,0.01146505,0.00003363033,0.00005196408,0.02542413,0.9412263,0.0004454037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09553102,0.01779849,0.0005439533,0.7212591,0.02534514,0.001134587,0.0001207847,0.0007801104,0.1374869],"genre_scores_gemma":[0.3126355,0.1350883,0.01030829,0.006717335,0.04623842,0.00121446,0.000909649,0.0002704576,0.4866176],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7145417,"threshold_uncertainty_score":0.999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289704212970628,"score_gpt":0.4176704911684179,"score_spread":0.3347734490387116,"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."}}