{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004453697,0.0005627887,0.0004966501,0.0003466606,0.001146499,0.0004300704,0.001212406,0.000742498,0.0004398875],"category_scores_gemma":[0.0008453811,0.0005301793,0.0002053006,0.001042281,0.0001549021,0.005641375,0.0008183084,0.001346145,0.0001018778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574422,"about_ca_system_score_gemma":0.001973775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003318963,"about_ca_topic_score_gemma":0.0002478502,"domain_scores_codex":[0.993076,0.003627568,0.0009403149,0.0007454794,0.0006632513,0.0009473695],"domain_scores_gemma":[0.9970132,0.0005930164,0.0005621059,0.0007672734,0.000808084,0.0002563189],"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":[0.000487748,0.001740566,0.01355598,0.00591982,0.000198772,0.0001285755,0.1184351,0.0089706,0.01123535,0.4516933,0.3692473,0.01838691],"study_design_scores_gemma":[0.007855517,0.0005080601,0.0940154,0.02988615,0.0004481312,0.0003222782,0.04351865,0.2242963,0.04316259,0.1615454,0.3917301,0.002711352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0895033,0.002682793,0.4955443,0.3842354,0.003923452,0.001679402,0.00004757957,0.0005300566,0.02185376],"genre_scores_gemma":[0.9429966,0.002906903,0.004553743,0.008370777,0.0001167076,0.000207436,0.0004807982,0.00002258039,0.04034444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8534933,"threshold_uncertainty_score":0.999715,"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."}}