{"id":"W4285403877","doi":"","title":"(E)liens en éducation et formation : quelles dynamiques ?","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Lien; Political science","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":[0.00475113,0.0004321247,0.0008272534,0.003360348,0.003120081,0.01454674,0.001392385,0.003640637,0.02920621],"category_scores_gemma":[0.01364607,0.0005528966,0.0004905807,0.007730167,0.01155431,0.02213602,0.005644978,0.004549686,0.003420555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007558407,"about_ca_system_score_gemma":0.00497158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02361245,"about_ca_topic_score_gemma":0.01668891,"domain_scores_codex":[0.9965755,0.001232758,0.0001583071,0.0007848389,0.0008119237,0.0004366391],"domain_scores_gemma":[0.9934755,0.003457772,0.001098173,0.0004615153,0.0008227144,0.0006842609],"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":[0.00002168128,0.00002234679,0.002342837,0.000173875,0.00001298926,0.00004477441,0.009204222,0.0002511838,0.00008075427,0.9575835,0.008885487,0.0213763],"study_design_scores_gemma":[0.00003833212,0.00003230851,0.01296405,0.0009577484,0.00002361812,0.0002018493,0.02241335,0.001381284,0.0004195821,0.5983652,0.3631622,0.00004050749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1012425,0.08079756,0.03319437,0.3123065,0.002315101,0.00007666738,0.001991938,0.0005481753,0.4675272],"genre_scores_gemma":[0.9028895,0.02316025,0.004964632,0.003436119,0.00120492,0.0001342561,0.0004928443,0.0002501409,0.06346726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02920621,"threshold_uncertainty_score":0.09770453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08539689378151773,"score_gpt":0.3745546470544249,"score_spread":0.2891577532729072,"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."}}