{"id":"W7081919838","doi":"10.18162/fp.2025.a343","title":"Charlier, E., Roussel, J.F. et Corfdir, A. (2025). Transfert et identité professionnelle, deux vecteurs de professionnalisation. Presses universitaires de Rouen et du Havre.","year":2025,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Licensee; Data collection; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00543983,0.0008072816,0.0006646126,0.005440924,0.005115161,0.00665685,0.001535436,0.004982889,0.0322482],"category_scores_gemma":[0.01751898,0.0005758327,0.0004418506,0.006852125,0.004310171,0.009495315,0.002784322,0.005020897,0.008194267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007885879,"about_ca_system_score_gemma":0.01260841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1338557,"about_ca_topic_score_gemma":0.2048041,"domain_scores_codex":[0.9962506,0.0008875195,0.0001946624,0.000331207,0.001951103,0.0003849705],"domain_scores_gemma":[0.9839581,0.006223552,0.001439162,0.0004932549,0.006340115,0.001545882],"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":[0.0001451119,0.00004223489,0.005329069,0.0006894124,0.00001799226,0.0002623779,0.006943115,0.0001530419,0.0004937385,0.03702456,0.5842919,0.3646075],"study_design_scores_gemma":[0.00001056752,0.0000327057,0.01326438,0.0007943883,0.0000122974,0.00029478,0.004289666,0.00004324718,0.0003600327,0.004851324,0.9760137,0.00003299184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006387311,0.5826539,0.005875628,0.2960227,0.01593548,0.00005253487,0.001029741,0.000205242,0.09183745],"genre_scores_gemma":[0.1834328,0.4248223,0.01486384,0.02156063,0.008881358,0.0002121865,0.00138922,0.0004997801,0.3443379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1338557,"threshold_uncertainty_score":0.2661532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797379890553662,"score_gpt":0.2808080536073301,"score_spread":0.2628342547017935,"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."}}