{"id":"W4386338477","doi":"10.3917/poec.047.0009","title":"Qui choisit le lycée pro ? Duel de jugements sur l’orientation","year":2022,"lang":"fr","type":"article","venue":"Pour l Éco","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491965,0.0004821396,0.0004854701,0.0009143558,0.006239038,0.007913249,0.0006864125,0.00362703,0.01596902],"category_scores_gemma":[0.01566384,0.0002847554,0.0003810461,0.0007937571,0.008516805,0.005975468,0.003074309,0.009390119,0.003114743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004870349,"about_ca_system_score_gemma":0.005195003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01647067,"about_ca_topic_score_gemma":0.02170408,"domain_scores_codex":[0.9942457,0.002984203,0.0001012203,0.0003707407,0.001228073,0.001070136],"domain_scores_gemma":[0.9928328,0.002042586,0.0005817694,0.0004599795,0.001516488,0.002566501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002440028,0.0001659713,0.007869337,0.0001137833,0.00004075091,0.001234439,0.05429853,0.0001062393,0.001063546,0.7514982,0.08767852,0.0956867],"study_design_scores_gemma":[0.00003395585,0.00007512563,0.00830366,0.0002063288,0.00001113164,0.0009352024,0.02823273,0.0001116297,0.0004831954,0.02527595,0.9362859,0.00004515654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1156492,0.008654225,0.004721823,0.3652801,0.01100901,0.00005538763,0.0001180579,0.0001357566,0.4943764],"genre_scores_gemma":[0.7111396,0.003790677,0.001626256,0.01628766,0.003440435,0.00007975518,0.0000563558,0.0002274969,0.2633518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01647067,"threshold_uncertainty_score":0.05342174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203213287138965,"score_gpt":0.4468351544010482,"score_spread":0.2265138256871517,"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."}}