{"id":"W2155050868","doi":"10.7202/031601ar","title":"Enseignement et professionnalisme : des liens toujours aussi fragiles","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.01337764,0.0003735634,0.0005579952,0.002025824,0.01090693,0.02046272,0.001379408,0.004043151,0.01144678],"category_scores_gemma":[0.02129403,0.000358239,0.0003392189,0.002543373,0.05808925,0.01930807,0.01171565,0.006979397,0.002036401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00853164,"about_ca_system_score_gemma":0.01218167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352992,"about_ca_topic_score_gemma":0.008932461,"domain_scores_codex":[0.9839955,0.008662033,0.0004839073,0.002027199,0.003279571,0.001551706],"domain_scores_gemma":[0.9864864,0.00603769,0.001550633,0.001439375,0.002203463,0.002282389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002865145,0.00001639963,0.001477327,0.00008410944,0.000006247124,0.00008858381,0.0595454,0.00009875643,0.000185501,0.9075712,0.00350517,0.02739265],"study_design_scores_gemma":[0.00001224628,0.00005006186,0.004928841,0.0005960696,0.000008201934,0.0003364599,0.05767176,0.0003359922,0.0003412029,0.4455241,0.4901443,0.00005072584],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1325876,0.02802771,0.04083581,0.2789641,0.001794738,0.00006727644,0.0001281569,0.0002567028,0.517338],"genre_scores_gemma":[0.9362924,0.00459339,0.003762354,0.004544262,0.0005027732,0.00006613138,0.00004709051,0.0001204449,0.05007111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02046272,"threshold_uncertainty_score":0.07074857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.716621907898995,"score_gpt":0.5799488668224718,"score_spread":0.1366730410765232,"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."}}